# AI-powered LinkedIn connection recommender with a local model: n8n workflow

> Started by an arriving email, and works across Email. It hands the judgement calls to a local model. 9 steps: a working afternoon to understand properly.

Source: https://millionrounds.com/workflow/ai-powered-linkedin-connection-recommender-with-a-local-mode (Millionrounds; every figure on the page links to its filing or article)

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

# AI-powered LinkedIn connection recommender with a local model

Started by an arriving email, and works across Email. It hands the judgement calls to a local model. 9 steps: a working afternoon to understand properly.

Medium Calls a model: a local model

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fai-powered-linkedin-connection-recommender-with-a-local-mode)

**9 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Model 2 Logic 4 Service 3

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

- 1 **Ollama Model1** Lm Ollama *Model*
- 2 **Get User Data From Email** Email Read Imap *Service*
- 3 **AI Profile Analysis** Chain Llm *Model*
- 4 **Your Profile Information** Set *Logic*
- 5 **Create Final Recommendations** Code *Logic*
- 6 **Search LinkedIn Profiles** Http Request *Service*
- 7 **Create Email** Code *Logic*
- 8 **Process LinkedIn Search Results** Code *Logic*
- 9 **Send email** Email Send *Service*

## How it's built

- **Starts on:** An arriving email
- **Steps:** 9
- **Size:** Medium: a working afternoon
- **Connects to:** Email
- **Model:** a local model

## Questions

What does it need to run?

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

What starts it?

It starts on an arriving email.

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. 9 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 9 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-linkedin-connection-recommender-with-a-local-mode)
- **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.

[Email](https://millionrounds.com/workflows?service=Email#library)

## Workflows like it

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

- [**Create e-mail responses with Fastmail and OpenAI** 9 steps · calls a model · Email](https://millionrounds.com/workflow/create-e-mail-responses-with-fastmail-and-openai)
- [**Send AI-written RSS email digests with OpenAI and SMTP** 9 steps · calls a model · Email, RSS](https://millionrounds.com/workflow/send-ai-written-rss-email-digests-with-openai-and-smtp)
- [**Send a daily AI RSS news digest email with OpenAI and SMTP** 9 steps · calls a model · Email, RSS](https://millionrounds.com/workflow/send-a-daily-ai-rss-news-digest-email-with-openai-and-smtp)
- [**Send daily AI RSS news digests with OpenAI** 9 steps · calls a model · Email, RSS](https://millionrounds.com/workflow/send-daily-ai-rss-news-digests-with-openai)
- [**A very simple "Human in the Loop" email response system** 10 steps · calls a model · Email](https://millionrounds.com/workflow/a-very-simple-human-in-the-loop-email-response-system)
- [**A very simple _Human in the Loop_ email response system** 10 steps · calls a model · Email](https://millionrounds.com/workflow/a-very-simple-human-in-the-loop-email-response-system-2)