# Airbnb Telegram agent - AI-powered accommodation search: n8n workflow

> Started by an incoming Telegram message, and works across Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply...

Source: https://millionrounds.com/workflow/airbnb-telegram-agent-ai-powered-accommodation-search (Millionrounds; every figure on the page links to its filing or article)

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

# Airbnb Telegram agent - AI-powered accommodation search

Started by an incoming Telegram message, and works across Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 14 steps, 1 branch: a working afternoon to understand properly.

Medium Calls a model: OpenAI Retrieval

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fairbnb-telegram-agent-ai-powered-accommodation-search)

**14 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 6 Logic 2 Service 5

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

- 1 **Simple Memory** Memory Buffer Window *Model*
- 2 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 3 **Airbnb MCP Client - List Tools** Mcp Client Tool *Service*
- 4 **Airbnb MCP Client - Execute Tools** Mcp Client Tool *Service*
- 5 **Telegram Trigger** Telegram trigger *Starts it*
- 6 **Airbnb Agent** Agent *Model*
- 7 **Summarize Response for Voice** Chain Llm *Model*
- 8 **Text or Voice** Switch *Logic*
- 9 **Send Text Response** Telegram *Service*
- 10 **Create Voice Response** Open Ai *Model*
- 11 **Prepare Text Message for AI Agent** Set *Logic*
- 12 **Get Voice Message** Telegram *Service*
- 13 **Send Voice Response** Telegram *Service*
- 14 **Transcribe Voice Message** Open Ai *Model*

## How it's built

- **Starts on:** An incoming Telegram message
- **Steps:** 14, with 1 branch
- **Size:** Medium: a working afternoon
- **Connects to:** Telegram
- **Model:** OpenAI
- **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 Telegram account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

Yes. It calls OpenAI. 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. 14 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 14 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%2Fairbnb-telegram-agent-ai-powered-accommodation-search)
- **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.

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

## Workflows like it

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

- [**Automate IT support with Telegram and Whisper** 15 steps · calls a model · Google Drive, Jira](https://millionrounds.com/workflow/automate-it-support-with-telegram-and-whisper)
- [**Extract & approve tasks from Telegram to Notion with Gemini** 15 steps · calls a model · Notion, Telegram](https://millionrounds.com/workflow/extract-and-approve-tasks-from-telegram-to-notion-with-gemin)
- [**Route WhatsApp support requests with Groq and Google Sheets** 15 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/route-whatsapp-support-requests-with-groq-and-google-sheets)
- [**Support call analysis & routing with Gemini and ElevenLabs** 13 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/support-call-analysis-and-routing-with-gemini-and-elevenlabs)
- [**Debounce Telegram support messages and aggregate replies** 16 steps · calls a model · Postgres, Telegram](https://millionrounds.com/workflow/debounce-telegram-support-messages-and-aggregate-replies)
- [**Diagnose EV charger faults and trigger refunds with OpenAI** 16 steps · calls a model · Telegram, n8n data table](https://millionrounds.com/workflow/diagnose-ev-charger-faults-and-trigger-refunds-with-openai)