# Generate personalized tour itineraries with OpenAI: n8n workflow

> Started by an arriving email, and works across Email and Pinecone. It puts OpenAI and OpenRouter behind a retrieval step, so answers are drawn from...

Source: https://millionrounds.com/workflow/generate-personalized-tour-itineraries-with-openai (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)

# Generate personalized tour itineraries with OpenAI

Started by an arriving email, and works across Email and Pinecone. It puts OpenAI and OpenRouter behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 12 steps: a working afternoon to understand properly.

Medium Calls a model: OpenAI, OpenRouter Retrieval

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

**12 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Model 9 Logic 1 Service 2

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

- 1 **Email Trigger (IMAP)** Email Read Imap *Service*
- 2 **OpenRouter Chat Model** Lm Chat Open Router *Model*
- 3 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 4 **Simple Memory** Memory Buffer Window *Model*
- 5 **Embeddings OpenAI1** Embeddings Open Ai *Model*
- 6 **OpenAI Chat Model1** Lm Chat Open Ai *Model*
- 7 **Package Response Email** Email Send *Service*
- 8 **Route Workflow by Email Type** Text Classifier *Model*
- 9 **Tour Recommendation AI Agent** Agent *Model*
- 10 **Pinecone Vector Store** Vector Store Pinecone *Model*
- 11 **Answer questions with a vector store** Tool Vector Store *Model*
- 12 **Format email content** Code *Logic*

## How it's built

- **Starts on:** An arriving email
- **Steps:** 12
- **Size:** Medium: a working afternoon
- **Connects to:** Email, Pinecone
- **Model:** OpenAI, OpenRouter
- **Retrieval:** Answers are drawn from documents you supply, not from the model alone

## Questions

What does it need to run?

An n8n account, plus your own Email and Pinecone accounts, and a key for OpenAI and OpenRouter. 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 OpenAI and OpenRouter. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 12 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 12 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-tour-itineraries-with-openai)
- **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)[Pinecone](https://millionrounds.com/workflows?service=Pinecone#library)

## Workflows like it

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

- [**AI email autoresponder with OpenAI and Gmail** 12 steps · calls a model · Email, Gmail](https://millionrounds.com/workflow/ai-email-autoresponder-with-openai-and-gmail)
- [**AI-powered email processing autoresponder** 12 steps · calls a model · Email, Gmail](https://millionrounds.com/workflow/ai-powered-email-processing-autoresponder-2)
- [**AI-powered email processing autoresponder** 12 steps · calls a model · Email, Gmail](https://millionrounds.com/workflow/ai-powered-email-processing-autoresponder)
- [**Classify and auto-reply to IMAP emails with OpenAI and Gmail** 12 steps · calls a model · Email, Gmail](https://millionrounds.com/workflow/classify-and-auto-reply-to-imap-emails-with-openai-and-gmail)
- [**Create real estate listing packages from room photos** 12 steps · calls a model · Email](https://millionrounds.com/workflow/create-real-estate-listing-packages-from-room-photos)
- [**How to transform unstructured email data into structured format** 12 steps · calls a model · Email, Gmail](https://millionrounds.com/workflow/how-to-transform-unstructured-email-data-into-structured-for)