Airbnb Telegram agent - AI-powered accommodation search with voice support
Needs changesNeeds changes. This template uses 1 thing(s) that n8n 3.0 removes: AI Agent v1 (old agent modes). 1 breaking item(s) found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 14 nodes and runs on Telegram events (message). Along the way it connects OpenAI Chat Model, Telegram, OpenAI and Mcp (community).
How it runs
Trigger: On Telegram events (message).
- Text or Voice (Switch): routes items into 2 branches
- Prepare Text Message for AI Agent (Edit Fields (Set)): sets 1 field: text
- Get Voice Message (Telegram): work with file
- Airbnb Agent (AI Agent): runs an AI agent, with model: OpenAI Chat Model; 2 tools (Airbnb MCP Client - List Tools, Airbnb MCP Client - Execute Tools); memory: Simple Memory
- Transcribe Voice Message (OpenAI): transcribe (audio)
- Send Text Response (Telegram): uses Telegram
- Summarize Response for Voice (Basic LLM Chain): sends a prompt to an LLM, with model: OpenAI Chat Model
- Create Voice Response (OpenAI): work with audio
- Send Voice Response (Telegram): send audio
Services it uses
Before you upgrade to n8n 3.0
1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:
- AI Agent v1 (old agent modes) in Airbnb Agent (v1.9): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| AI Agent v1 (old agent modes) Airbnb Agent (v1.9) | Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent. |
Nodes used (10)
- Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Mcp Client Tool
n8n-nodes-mcp.mcpClientTool - AI Agent
@n8n/n8n-nodes-langchain.agent - Telegram Trigger
n8n-nodes-base.telegramTrigger - Switch
n8n-nodes-base.switch - Telegram
n8n-nodes-base.telegram - Edit Fields (Set)
n8n-nodes-base.set - OpenAI
@n8n/n8n-nodes-langchain.openAi - Basic LLM Chain
@n8n/n8n-nodes-langchain.chainLlm
From the author
Welcome to my Airbnb Telegram Agent Workflow! This workflow creates an intelligent Telegram bot that helps users search and find Airbnb accommodations using natural language queries and voice messages. DISCLAIMER: This workflow only works with self-hosted n8n…