🤖 Telegram Messaging Agent for Text/Audio/Images

Automate your Telegram interactions with an intelligent agent capable of processing text, audio, and images. This n8n workflow leverages OpenAI's advanced AI models (gpt-4o-mini, image analysis, and transcription) to interpret user input from Telegram, classify its intent, and generate appropriate responses or actions. When a user sends a message to your Telegram bot, the workflow listens for events via a webhook, intelligently routing the input: audio messages are transcribed by OpenAI, images are analyzed by OpenAI and converted to Base64, and text messages are directly processed. OpenAI's text classification then determines if the message is a "task" or "other," triggering tailored responses back through Telegram. This powerful agent is ideal for businesses needing automated customer support, content moderation, or interactive information retrieval directly within Telegram, significantly reducing manual effort and ensuring consistent, AI-driven engagement. It saves time by instantly processing diverse media types and provides a scalable solution for managing high volumes of Telegram communications.

39 nodeswebhook trigger84 views0 copiesSocial Media
TelegramOpenAI

Workflow JSON

{"id": "8jDt77Y4FaV6ARYG", "meta": {"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"}, "name": "\ud83e\udd16 Telegram Messaging Agent for Text/Audio/Images", "tags": [], "nodes": [{"id": "1656be7a-7a27-47f3-b511-3634a65a97a2", "name": "Check User & Chat ID", "type": "n8n-nodes-base.if", "position": [100, 160], "parameters": {"options": {}, "conditions": {"options": {"version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict"}, "combinator": "and", "conditions": [{"id": "5fe3c0d8-bd61-4943-b152-9e6315134520", "operator": {"name": "filter.operator.equals", "type": "string", "operation": "equals"}, "leftValue": "={{ $('Listen for Telegram Events').item.json.body.message.from.first_name }}", "rightValue": "={{ $json.first_name }}"}, {"id": "98a0ea91-0567-459c-bbce-06abc14a49ce", "operator": {"name": "filter.operator.equals", "type": "string", "operation": "equals"}, "leftValue": "={{ $('Listen for Telegram Events').item.json.body.message.from.last_name }}", "rightValue": "={{ $json.last_name }}"}, {"id": "18a96c1f-f2a0-4a2a-b789-606763df4423", "operator": {"type": "number", "operation": "equals"}, "leftValue": "={{ $('Listen for Telegram Events').item.json.body.message.from.id }}", "rightValue": "={{ $json.id }}"}]}, "looseTypeValidation": "="}, "typeVersion": 2.2}, {"id": "73b0fedb-eb82-4464-a08f-397a3fe69480", "name": "Error message", "type": "n8n-nodes-base.telegram", "position": [320, 440], "parameters": {"text": "=Unable to process your message.", "chatId": "={{ $json.body.message.chat.id }}", "additionalFields": {"appendAttribution": false}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "a3dc143b-cf3c-4416-bf43-0ca75cbde6c9", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [-380, -20], "parameters": {"width": 929, "height": 652, "content": "# Receive Telegram Message with Webhook"}, "typeVersion": 1}, {"id": "c80dae1e-dd20-4632-a00c-9c6290540f22", "name": "Listen for Telegram Events", "type": "n8n-nodes-base.webhook", "position": [-320, 160], "webhookId": "b4ed4c80-a655-4ff2-87d6-febd5280d343", "parameters": {"path": "your-endpoint", "options": {"binaryPropertyName": "data"}, "httpMethod": "POST"}, "typeVersion": 2}, {"id": "6010dacf-1ed6-413c-adf9-146397e16b09", "name": "Set Webhook Test URL", "type": "n8n-nodes-base.httpRequest", "position": [260, -260], "parameters": {"url": "=https://api.telegram.org/{{ $json.token }}/setWebhook", "options": {}, "sendQuery": true, "queryParameters": {"parameters": [{"name": "url", "value": "={{ $json.test_url }}"}]}}, "typeVersion": 4.2}, {"id": "65f8d945-12bb-4ae3-bd83-3b892a36afb9", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [-380, -580], "parameters": {"color": 3, "width": 1638, "height": 532, "content": "# Telegram Webhook Tools\n\n## Setting your Telegram Bot WebHook the Easy Way\n"}, "typeVersion": 1}, {"id": "8e3268e9-dc7c-4edd-b5e8-716de5d2ffb3", "name": "Get Telegram Webhook Info", "type": "n8n-nodes-base.httpRequest", "position": [-240, -260], "parameters": {"url": "=https://api.telegram.org/{{ $json.token }}/getWebhookInfo", "options": {}}, "typeVersion": 4.2}, {"id": "e31e176f-2ebd-4cd1-a160-2cc5f254ca6d", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [580, -20], "parameters": {"color": 4, "width": 1113, "height": 429, "content": "# Process Audio"}, "typeVersion": 1}, {"id": "b8b10cd9-7a41-4b21-853c-b2123918ab8d", "name": "Image Schema", "type": "n8n-nodes-base.set", "position": [660, 1060], "parameters": {"options": {}, "assignments": {"assignments": [{"id": "17989eb0-feca-4631-b5c8-34b1d4a6c72b", "name": "image_file_id", "type": "string", "value": "={{ $json.body.message.photo.last().file_id }}"}, {"id": "9317d7ae-dffd-4b1f-9a9c-b3cc4f1e0dd3", "name": "caption", "type": "string", "value": "={{ $json.body.message.caption }}"}]}}, "typeVersion": 3.4}, {"id": "9a7b9e4c-7a81-451a-887a-b7b3f658ae6e", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [580, 900], "parameters": {"color": 6, "width": 1289, "height": 432, "content": "# Process Image"}, "typeVersion": 1}, {"id": "800da6c7-8d03-4932-a081-f35ce01c8dd7", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [-1200, -580], "parameters": {"color": 7, "width": 800, "height": 860, "content": "# How to set up a Telegram Bot WebHook\n\n## WebHook Setup Process\n\n**Basic Concept**\nA WebHook allows your Telegram bot to automatically receive updates instead of manually polling the Bot API.\n\n**Setup Method**\nTo set a WebHook, make a GET request using this URL format:\n```\nhttps://api.telegram.org/bot{my_bot_token}/setWebhook?url={url_to_send_updates_to}\n```\nWhere:\n- `my_bot_token`: Your bot token from BotFather\n- `url_to_send_updates_to`: Your HTTPS endpoint that handles bot updates\n\n\n**Verification**\nTo verify the WebHook setup, use:\n```\nhttps://api.telegram.org/bot{my_bot_token}/getWebhookInfo\n```\n\nA successful response looks like:\n```json\n{\n \"ok\": true,\n \"result\": {\n \"url\": \"https://www.example.com/my-telegram-bot/\",\n \"has_custom_certificate\": false,\n \"pending_update_count\": 0,\n \"max_connections\": 40\n }\n}\n```\n\n\nThis method provides a simple and efficient way to handle Telegram bot updates automatically through webhooks rather than manual polling."}, "typeVersion": 1}, {"id": "cd09daf9-ac74-4e86-9d74-875d78f466f0", "name": "gpt-4o-mini", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [1080, 260], "parameters": {"options": {}}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1}, {"id": "4c69533c-e4e7-4667-baf8-7ca1ed36b150", "name": "Get Audio File", "type": "n8n-nodes-base.telegram", "position": [660, 100], "parameters": {"fileId": "={{ $json.body.message.voice.file_id }}", "resource": "file"}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "0b15b158-88ec-45ba-ae70-fd55a9a72ea3", "name": "Get Image", "type": "n8n-nodes-base.telegram", "position": [860, 1060], "parameters": {"fileId": "={{ $json.image_file_id }}", "resource": "file"}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "081ec871-6cac-4945-9c1b-97bb87489688", "name": "Analyze Image", "type": "@n8n/n8n-nodes-langchain.openAi", "position": [1460, 1060], "parameters": {"modelId": {"__rl": true, "mode": "list", "value": "gpt-4o-mini", "cachedResultName": "GPT-4O-MINI"}, "options": {}, "resource": "image", "inputType": "base64", "operation": "analyze"}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1.6}, {"id": "072c21fc-d125-4078-b151-9c2fd5a4802c", "name": "Transcribe Recording", "type": "@n8n/n8n-nodes-langchain.openAi", "position": [860, 100], "parameters": {"options": {}, "resource": "audio", "operation": "transcribe", "binaryPropertyName": "=data"}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1.6}, {"id": "b74e2181-8bf2-43a5-b4d4-d24112989b81", "name": "Sticky Note6", "type": "n8n-nodes-base.stickyNote", "position": [580, 440], "parameters": {"color": 5, "width": 1113, "height": 429, "content": "# Process Text"}, "typeVersion": 1}, {"id": "8f44b159-07ff-4805-82ad-d8aeed1f9f68", "name": "gpt-4o-mini1", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [1080, 720], "parameters": {"options": {}}, "credentials": {"openAiApi": {"id": "", "name": "[Your openAiApi]"}}, "typeVersion": 1}, {"id": "666ed1b9-475e-44bf-a884-1ddf58c6c6af", "name": "Test Webhook Status", "type": "n8n-nodes-base.telegram", "position": [460, -260], "parameters": {"text": "={{ $json.description }} for Testing", "chatId": "=1234567891", "additionalFields": {}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "2a1174a2-2eae-4cf5-ba48-a58a479956bf", "name": "Production Webhook Status", "type": "n8n-nodes-base.telegram", "position": [980, -260], "parameters": {"text": "={{ $json.description }} for Production", "chatId": "=1234567891", "additionalFields": {}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "210b6df9-e799-409f-b78f-953bffbb37db", "name": "Set Webhook Production URL", "type": "n8n-nodes-base.httpRequest", "position": [780, -260], "parameters": {"url": "=https://api.telegram.org/{{ $json.token }}/setWebhook", "options": {}, "sendQuery": true, "queryParameters": {"parameters": [{"name": "url", "value": "={{ $json.production_url }}"}]}}, "typeVersion": 4.2}, {"id": "5dc6642c-3557-47bb-b012-b353a0d10ca0", "name": "Edit Fields", "type": "n8n-nodes-base.set", "position": [860, 560], "parameters": {"options": {}, "assignments": {"assignments": [{"id": "b37b48ba-8fef-4e6c-bbca-73e6c2e1e0a8", "name": "text", "type": "string", "value": "={{ $json.body.message.text }}"}]}}, "typeVersion": 3.4}, {"id": "cd715b79-765e-4605-84d6-963d9889c922", "name": "Audio Task Message", "type": "n8n-nodes-base.telegram", "position": [1460, 40], "parameters": {"text": "=Task message: <i>{{ $json.text }}</i>", "chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}", "additionalFields": {"parse_mode": "HTML", "appendAttribution": false}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "9845b3e6-8c0f-4194-8442-5648147f905e", "name": "Audio Other Message", "type": "n8n-nodes-base.telegram", "position": [1460, 220], "parameters": {"text": "=Other message: <i>{{ $json.text }}</i>", "chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}", "additionalFields": {"parse_mode": "HTML", "appendAttribution": false}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "0184b872-27a1-48dd-8e37-4fdaae7241cd", "name": "Text Task Message", "type": "n8n-nodes-base.telegram", "position": [1460, 500], "parameters": {"text": "=Task message: <i>{{ $json.text }}</i>", "chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}", "additionalFields": {"parse_mode": "HTML", "appendAttribution": false}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "7d90fb9b-b2b5-48eb-a6f2-7f953fe6ee52", "name": "Text Other Message", "type": "n8n-nodes-base.telegram", "position": [1460, 680], "parameters": {"text": "=Other message: <i>{{ $json.text }}</i>", "chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}", "additionalFields": {"parse_mode": "HTML", "appendAttribution": false}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "c9b9f6d2-c4c4-44b9-a929-9bc0552e8e45", "name": "Image Message", "type": "n8n-nodes-base.telegram", "position": [1660, 1060], "parameters": {"text": "={{ $json.content }}", "chatId": "={{ $('Listen for Telegram Events').item.json.body.message.chat.id }}", "additionalFields": {"appendAttribution": false}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "bfc69b30-4bab-459d-bbe1-42e540275582", "name": "Convert to Image File", "type": "n8n-nodes-base.convertToFile", "position": [1260, 1060], "parameters": {"options": {"fileName": "={{ $json.result.file_path }}"}, "operation": "toBinary", "sourceProperty": "data"}, "typeVersion": 1.1}, {"id": "f78d54c3-aa00-4e82-bfb1-f3131182940c", "name": "Extract from File to Base64", "type": "n8n-nodes-base.extractFromFile", "position": [1060, 1060], "parameters": {"options": {}, "operation": "binaryToPropery"}, "typeVersion": 1}, {"id": "735bb735-6b24-4bbd-8d3f-aec6cd383383", "name": "Text Classifier Audio", "type": "@n8n/n8n-nodes-langchain.textClassifier", "position": [1060, 100], "parameters": {"options": {}, "inputText": "={{ $json.text }}", "categories": {"categories": [{"category": "task", "description": "If the message is about about creating a task/todo"}, {"category": "other", "description": "If the message is not about creating a task/todo "}]}}, "typeVersion": 1}, {"id": "be7f49da-f88e-4803-95ef-fb7e2ff2d2ed", "name": "Text Classifier", "type": "@n8n/n8n-nodes-langchain.textClassifier", "position": [1060, 560], "parameters": {"options": {}, "inputText": "={{ $json.text }}", "categories": {"categories": [{"category": "task", "description": "If the message is about about creating a task/todo"}, {"category": "other", "description": "If the message is not about creating a task/todo "}]}}, "typeVersion": 1}, {"id": "33eab7d8-5b90-4533-8799-fb4ae32fc6c5", "name": "Telegram Token & Webhooks", "type": "n8n-nodes-base.set", "position": [380, -540], "parameters": {"options": {}, "assignments": {"assignments": [{"id": "87811892-85f5-4578-a149-3edd94d3815a", "name": "token", "type": "string", "value": "bot[your-telegram-bot-token]"}, {"id": "d2b9ab83-44ad-4741-aac9-1feed974c015", "name": "test_url", "type": "string", "value": "https://[your-url]/webhook-test/[your-endpoint]"}, {"id": "0c671fbf-aa2c-42ef-9e8b-398ac38358d0", "name": "production_url", "type": "string", "value": "https://[your-url]/webhook/[your-endpoint]"}]}}, "typeVersion": 3.4}, {"id": "65d9568e-0504-4c7d-ac05-0b7b4c52a6b2", "name": "Get Webhook Status", "type": "n8n-nodes-base.telegram", "position": [-40, -260], "parameters": {"text": "={{ JSON.stringify($json.result, null, 2) }}", "chatId": "=1234567891", "additionalFields": {}}, "credentials": {"telegramApi": {"id": "", "name": "[Your telegramApi]"}}, "typeVersion": 1.2}, {"id": "04669db1-3a74-4404-9b5f-9b8554b1059e", "name": "Validation", "type": "n8n-nodes-base.set", "position": [-100, 160], "parameters": {"options": {}, "assignments": {"assignments": [{"id": "0cea6da1-652a-4c1e-94c3-30608ced90f8", "name": "first_name", "type": "string", "value": "First Name"}, {"id": "b90280c6-3e36-49ca-9e7e-e15c42d256cc", "name": "last_name", "type": "string", "value": "Last Name"}, {"id": "f6d86283-16ca-447e-8427-7d3d190babc0", "name": "id", "type": "number", "value": 12345678999}]}}, "typeVersion": 3.4}, {"id": "7f9935cb-4ca6-40cf-99c5-96c5a1f4ca91", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [-160, 100], "parameters": {"color": 7, "width": 420, "height": 260, "content": "## Validate Telegram User\n"}, "typeVersion": 1}, {"id": "fa6c87eb-5f96-4e26-a1bb-60dae902186c", "name": "Sticky Note7", "type": "n8n-nodes-base.stickyNote", "position": [-320, -320], "parameters": {"color": 7, "width": 460, "height": 240, "content": "## Webhook Status"}, "typeVersion": 1}, {"id": "96536ad2-e607-448e-a368-e4e8c7578b57", "name": "Sticky Note8", "type": "n8n-nodes-base.stickyNote", "position": [200, -320], "parameters": {"color": 7, "width": 460, "height": 240, "content": "## Set Webhook for Testing"}, "typeVersion": 1}, {"id": "a58c16d5-0c08-4ee6-a3fe-b9fdbd62eb8b", "name": "Sticky Note9", "type": "n8n-nodes-base.stickyNote", "position": [720, -320], "parameters": {"color": 7, "width": 480, "height": 240, "content": "## Set Webhook for Production"}, "typeVersion": 1}, {"id": "158bf4d2-aac9-4a1a-b319-1a4766cdeaca", "name": "Message Router", "type": "n8n-nodes-base.switch", "position": [320, 160], "parameters": {"rules": {"values": [{"outputKey": "audio", "conditions": {"options": {"version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict"}, "combinator": "and", "conditions": [{"operator": {"type": "object", "operation": "exists", "singleValue": true}, "leftValue": "={{ $json.body.message.voice }}", "rightValue": ""}]}, "renameOutput": true}, {"outputKey": "text", "conditions": {"options": {"version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict"}, "combinator": "and", "conditions": [{"id": "342f0883-d959-44a2-b80d-379e39c76218", "operator": {"type": "string", "operation": "exists", "singleValue": true}, "leftValue": "={{ $json.body.message.text }}", "rightValue": ""}]}, "renameOutput": true}, {"outputKey": "image", "conditions": {"options": {"version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict"}, "combinator": "and", "conditions": [{"id": "ded3a600-f861-413a-8892-3fc5ea935ecb", "operator": {"type": "array", "operation": "exists", "singleValue": true}, "leftValue": "={{ $json.body.message.photo }}", "rightValue": ""}]}, "renameOutput": true}]}, "options": {"fallbackOutput": "extra"}}, "typeVersion": 3.2}], "active": true, "pinData": {}, "settings": {"executionOrder": "v1"}, "versionId": "91b5de12-0ada-4125-b5ce-3ffb4dc9fa9b", "connections": {"Get Image": {"main": [[{"node": "Extract from File to Base64", "type": "main", "index": 0}]]}, "Validation": {"main": [[{"node": "Check User & Chat ID", "type": "main", "index": 0}]]}, "Edit Fields": {"main": [[{"node": "Text Classifier", "type": "main", "index": 0}]]}, "gpt-4o-mini": {"ai_languageModel": [[{"node": "Text Classifier Audio", "type": "ai_languageModel", "index": 0}]]}, "Image Schema": {"main": [[{"node": "Get Image", "type": "main", "index": 0}]]}, "gpt-4o-mini1": {"ai_languageModel": [[{"node": "Text Classifier", "type": "ai_languageModel", "index": 0}]]}, "Analyze Image": {"main": [[{"node": "Image Message", "type": "main", "index": 0}]]}, "Image Message": {"main": [[]]}, "Get Audio File": {"main": [[{"node": "Transcribe Recording", "type": "main", "index": 0}]]}, "Message Router": {"main": [[{"node": "Get Audio File", "type": "main", "index": 0}], [{"node": "Edit Fields", "type": "main", "index": 0}], [{"node": "Image Schema", "type": "main", "index": 0}], [{"node": "Error message", "type": "main", "index": 0}]]}, "Text Classifier": {"main": [[{"node": "Text Task Message", "type": "main", "index": 0}], [{"node": "Text Other Message", "type": "main", "index": 0}]]}, "Check User & Chat ID": {"main": [[{"node": "Message Router", "type": "main", "index": 0}], [{"node": "Error message", "type": "main", "index": 0}]]}, "Set Webhook Test URL": {"main": [[{"node": "Test Webhook Status", "type": "main", "index": 0}]]}, "Transcribe Recording": {"main": [[{"node": "Text Classifier Audio", "type": "main", "index": 0}]]}, "Convert to Image File": {"main": [[{"node": "Analyze Image", "type": "main", "index": 0}]]}, "Text Classifier Audio": {"main": [[{"node": "Audio Task Message", "type": "main", "index": 0}], [{"node": "Audio Other Message", "type": "main", "index": 0}]]}, "Get Telegram Webhook Info": {"main": [[{"node": "Get Webhook Status", "type": "main", "index": 0}]]}, "Telegram Token & Webhooks": {"main": [[{"node": "Set Webhook Production URL", "type": "main", "index": 0}, {"node": "Set Webhook Test URL", "type": "main", "index": 0}, {"node": "Get Telegram Webhook Info", "type": "main", "index": 0}]]}, "Listen for Telegram Events": {"main": [[{"node": "Validation", "type": "main", "index": 0}]]}, "Set Webhook Production URL": {"main": [[{"node": "Production Webhook Status", "type": "main", "index": 0}]]}, "Extract from File to Base64": {"main": [[{"node": "Convert to Image File", "type": "main", "index": 0}]]}}}

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