# Generate personalized travel itineraries with Llama: n8n workflow

> Started by an incoming WhatsApp message, and works across Email and WhatsApp. It hands the judgement calls to a local model.

Source: https://millionrounds.com/workflow/generate-personalized-travel-itineraries-with-llama (Millionrounds; every figure on the page links to its filing or article)

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

# Generate personalized travel itineraries with Llama

Started by an incoming WhatsApp message, and works across Email and WhatsApp. It hands the judgement calls to a local model. 8 steps, 1 branch: small enough to read in one sitting and change without fear.

Small Calls a model: a local model

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fgenerate-personalized-travel-itineraries-with-llama)

**8 steps** Small: readable in one sitting

**1** Branch: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 2 Logic 2 Service 3

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

- 1 **Agent** Lm Ollama *Model*
- 2 **Get Query from Email** Email Read Imap *Service*
- 3 **Get Query from WhatsApp** Whats App trigger *Starts it*
- 4 **Itinerary Creator Agent** Chain Llm *Model*
- 5 **Check Proper Data** Set *Logic*
- 6 **Check where to send Answer** If *Logic*
- 7 **Sending Itinery from Email** Email Send *Service*
- 8 **Send Itinery from message** Whats App *Service*

## How it's built

- **Starts on:** An incoming WhatsApp message
- **Steps:** 8, with 1 branch
- **Size:** Small: readable in one sitting
- **Connects to:** Email, WhatsApp
- **Model:** a local model

## Questions

What does it need to run?

An n8n account, plus your own Email and WhatsApp 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 an incoming WhatsApp message.

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?

Not long. At 8 steps it can be read in one sitting and changed without fear.

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 8 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%2Fgenerate-personalized-travel-itineraries-with-llama)
- **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)[WhatsApp](https://millionrounds.com/workflows?service=WhatsApp#library)

## Workflows like it

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

- [**Capture WhatsApp voice notes as structured Notion tasks** 8 steps · calls a model · Notion, WhatsApp](https://millionrounds.com/workflow/capture-whatsapp-voice-notes-as-structured-notion-tasks)
- [**AI biblical studies assistant on WhatsApp with Gemini** 9 steps · calls a model · WhatsApp](https://millionrounds.com/workflow/ai-biblical-studies-assistant-on-whatsapp-with-gemini)
- [**Automated multi-cloud resource cost optimizer with OpenAI** 9 steps · calls a model · Email, Google Sheets](https://millionrounds.com/workflow/automated-multi-cloud-resource-cost-optimizer-with-openai)
- [**Create stunning AI images directly from WhatsApp with Gemini** 7 steps · calls a model · WhatsApp](https://millionrounds.com/workflow/create-stunning-ai-images-directly-from-whatsapp-with-gemini)
- [**Daily Email update with Gmail** 7 steps · calls a model · Gmail, WhatsApp](https://millionrounds.com/workflow/daily-email-update-with-gmail)
- [**Email responses with OpenAI and Telegram** 9 steps · calls a model · Email, Telegram](https://millionrounds.com/workflow/email-responses-with-openai-and-telegram)