Agentic Telegram AI bot with LangChain nodes and new tools

Generate an image with Dall-E-3 and send it via Telegram

Workflow Structure (7 nodes)
100%
Telegram Trigger
Listen for incoming events
Langchain.agent
AI Agent
Telegram
Send final reply
Langchain.lm Chat Open Ai
OpenAI Chat Model
Langchain.memory Buffer Window
Window Buffer Memory
Langchain.tool Http Request
Generate image in Dalle
Telegram Tool
Send back an image
Node Types:
default
trigger
action
http
Requires credentials

Prerequisites

Required Credentials (2)

OpenAI

Used by: OpenAI Chat Model, Generate image in Dalle

Docs

Telegram

Used by: Listen for incoming events, Send final reply +1 more

Docs

Complexity

Moderate

Some experience helpful. Multiple integrations or logic.

Setup time: ~25 min
Score: 31/100

When to Use This Workflow

Streamline Team Communication

Automatically route notifications and updates to the right channels and people.

Reduce information overload while keeping everyone informed.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json
{
  "id": "U8EOTtZvmZPMYc6m",
  "meta": {
    "instanceId": "fb924c73af8f703905bc09c9ee8076f48c17b596ed05b18c0ff86915ef8a7c4a",
    "templateCredsSetupCompleted": true
  },
  "name": "Agentic Telegram AI bot with LangChain nodes and new tools",
  "tags": [],
  "nodes": [
    {
      "id": "13b3488e-af72-4d89-bef4-e9b895e3bf76",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        1640,
        580
      ],
      "parameters": {
        "model": "gpt-4o",
        "options": {
...

Workflow Details

Nodes
8
Trigger
Event
Source
awesome
Added
Dec 4, 2025

Need Help?

Check out the official n8n documentation for detailed guides.

Related Workflows

Angie, Personal AI Assistant with Telegram Voice and Text

Process Telegram Request

Googlecalendartool
Memorybufferwindow
Gmailtool
Lmchatopenai
15 nodesEvent
Curated

Telegram AI Langchain bot

Generate an image with Dall-E 3 and send it via Telegram

Lmchatopenai
Memorybufferwindow
Telegram
Executeworkflow
12 nodesEvent
Curated

Telegram AI multi-format chatbot

Receive and pre-process messages

Lmchatopenai
Memorybufferwindow
Telegram
Openai
15 nodesEvent
Curated

๐Ÿค–๐Ÿง  AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram

Retrieve Long Term Memories Google Docs

Chat
Lmchatopenai
Memorybufferwindow
Googledocstool
21 nodesEvent
Curated

๐Ÿ‹๐Ÿค– DeepSeek AI Agent + Telegram + LONG TERM Memory ๐Ÿง 

Receive Telegram Message with Webhook

Telegram
Webhook
Agent
Memorybufferwindow
23 nodesWebhook
Curated

Basic Automatic Gmail Email Labelling with OpenAI and Gmail API

Gmail trigger Poll Gmail every x minutes, trigger when a new email is received. - Gmail API

Gmail
Lmchatopenai
Gmailtool
Agent
13 nodesEvent
Curated