This workflow follows the Agent → OpenAI Chat recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"name": "Telegram Voice Agent",
"nodes": [
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.1,
"position": [
-640,
100
],
"id": "852c0c6a-b0cb-478b-b73e-145b1365fcf2",
"name": "Telegram Trigger",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "a6d6da92-8272-4f6f-97be-7b733fc5b6d2",
"leftValue": "={{ $json.message.voice.file_id }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "voice"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"leftValue": "={{ $json.message.text }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"id": "e1996294-7120-47f8-98b2-f28f0708e5d3"
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "text"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.2,
"position": [
-420,
100
],
"id": "7dcaa0d9-9bfa-438d-9a11-658cca2b905a",
"name": "Switch"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "13f27e1a-8d2b-4e19-afe4-ee282c5098a7",
"name": "=text",
"value": "={{ $json.message.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-100,
200
],
"id": "2f2bb670-dc3a-457b-aabb-d4e55f27be83",
"name": "Edit Fields"
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.voice.file_id }}"
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
-200,
0
],
"id": "28977e88-4384-4f93-8f23-8dd51ca69ff2",
"name": "Telegram",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "audio",
"operation": "transcribe",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.8,
"position": [
20,
0
],
"id": "1d0a24bf-4e7b-48d3-9101-760caba7011e",
"name": "OpenAI",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.text }}",
"options": {
"systemMessage": "=<AgentInstructions>\n <Role>\n <Name>AI Assistant with Image Generation</Name>\n <Description>\u041f\u043e\u043c\u043e\u0449\u043d\u0438\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0438 \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443.</Description>\n <currentDate>{{$now}}</currentDate>\n </Role>\n\n <Goal>\n <Primary>\u041f\u043e\u043c\u043e\u0433\u0430\u0442\u044c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443 \u0447\u0435\u0440\u0435\u0437 Replicate.</Primary>\n </Goal>\n\n <Instructions>\n <!-- 1. \u041e\u0431\u0449\u0430\u044f \u043f\u043e\u043c\u043e\u0449\u044c -->\n <Instruction>\n \u041a\u043e\u0433\u0434\u0430 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0437\u0430\u0434\u0430\u0435\u0442 \u043e\u0431\u0449\u0438\u0439 \u0432\u043e\u043f\u0440\u043e\u0441:\n \u2022 \u041f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0439\u0442\u0435 \u043a\u0440\u0430\u0442\u043a\u0438\u0435, \u0442\u043e\u0447\u043d\u044b\u0435 \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b.\n \u2022 \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0441\u0432\u043e\u0438 \u0437\u043d\u0430\u043d\u0438\u044f \u0434\u043b\u044f \u043e\u0442\u0432\u0435\u0442\u0430 \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u0445.\n \u2022 \u041f\u0440\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u0443\u0442\u043e\u0447\u043d\u044f\u0439\u0442\u0435 \u0434\u0435\u0442\u0430\u043b\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f.\n </Instruction>\n\n <!-- 2. \u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 -->\n <Instruction>\n \u041a\u043e\u0433\u0434\u0430 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0437\u0430\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \"\u0421\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0433\u043e\u0440\u043d\u043e\u0433\u043e \u043f\u0435\u0439\u0437\u0430\u0436\u0430\"):\n \u2022 \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \"replicate_generator\" \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f.\n \u2022 \u0423\u0442\u043e\u0447\u043d\u0438\u0442\u0435 \u0434\u0435\u0442\u0430\u043b\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u0430, \u0435\u0441\u043b\u0438 \u043e\u043d\u0438 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b.\n \u2022 \u041f\u043e\u0441\u043b\u0435 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u0442\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438 \u0441\u043f\u0440\u043e\u0441\u0438\u0442\u0435, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u043e\u043d\u043e \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u044f\u043c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f.\n </Instruction>\n\n <!-- 3. \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 -->\n <Instruction>\n \u041f\u0440\u0438 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u0445 \u043d\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439:\n \u2022 \u041f\u043e\u043f\u0440\u043e\u0441\u0438\u0442\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0435 \u0434\u0435\u0442\u0430\u043b\u0438 (\u0441\u0442\u0438\u043b\u044c, \u0446\u0432\u0435\u0442\u043e\u0432\u0443\u044e \u043f\u0430\u043b\u0438\u0442\u0440\u0443, \u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u044e \u0438 \u0442.\u0434.).\n \u2022 \u041f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0434\u043b\u044f \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430.\n \u2022 \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \"replicate_generator\" \u0441 \u0443\u0442\u043e\u0447\u043d\u0435\u043d\u043d\u044b\u043c\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430\u043c\u0438.\n </Instruction>\n\n <!-- 4. \u0414\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b -->\n <Instruction>\n \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b, \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0435 \u044d\u0442\u043e\u043c\u0443 \u0430\u0433\u0435\u043d\u0442\u0443:\n 1) replicate_generator - \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\n </Instruction>\n\n <!-- 5. \u0421\u0442\u0438\u043b\u044c \u043e\u0431\u0449\u0435\u043d\u0438\u044f -->\n <Instruction>\n \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0439\u0442\u0435 \u0434\u0440\u0443\u0436\u0435\u043b\u044e\u0431\u043d\u044b\u0439, \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u0442\u043e\u043d. \u0411\u0443\u0434\u044c\u0442\u0435 \u043b\u0430\u043a\u043e\u043d\u0438\u0447\u043d\u044b, \u043d\u043e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0432\u043d\u044b. \u0412\u0441\u0435\u0433\u0434\u0430 \u0443\u0442\u043e\u0447\u043d\u044f\u0439\u0442\u0435 \u0434\u0435\u0442\u0430\u043b\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 \u043f\u0435\u0440\u0435\u0434 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0435\u0439 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f. \u0415\u0441\u043b\u0438 \u0437\u0430\u043f\u0440\u043e\u0441 \u043d\u0435\u044f\u0441\u0435\u043d, \u0437\u0430\u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0443\u0442\u043e\u0447\u043d\u044f\u044e\u0449\u0438\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b.\n </Instruction>\n </Instructions>\n</AgentInstructions>"
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.7,
"position": [
240,
100
],
"id": "dd9196ef-b05b-4b9d-9753-422db4c091ae",
"name": "AI Agent"
},
{
"parameters": {
"model": "gpt-4o",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1.1,
"position": [
140,
320
],
"id": "a55b1878-3290-43d0-b2a1-480ed2acbfbc",
"name": "OpenAI Chat Model",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}"
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
280,
320
],
"id": "8c97ca6b-8f44-43af-b136-16b140dbb1a9",
"name": "Window Buffer Memory"
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"text": "={{ $json.output }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
616,
100
],
"id": "8a0735ee-d869-4e88-8d8e-e0d830329ba5",
"name": "Reply",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"name": "replicate_generator",
"description": "Call this tool to generate a FLUX Ultra image if requested by user.",
"workflowId": {
"__rl": true,
"value": "NGMa4HIdYW6tv7j8",
"mode": "list",
"cachedResultName": "Replicate Image Generator"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"prompt": "={{ $fromAI('prompt', 'image prompt requested by user', 'string') }}"
},
"matchingColumns": [
"prompt"
],
"schema": [
{
"id": "prompt",
"displayName": "prompt",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.1,
"position": [
480,
320
],
"id": "398c483b-999d-4921-ab18-7988a3ec3984",
"name": "Replicate Generator"
}
],
"connections": {
"Telegram Trigger": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "Telegram",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Telegram": {
"main": [
[
{
"node": "OpenAI",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"OpenAI": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Reply",
"type": "main",
"index": 0
}
]
]
},
"Replicate Generator": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"meta": {
"templateCredsSetupCompleted": true
},
"tags": [],
"id": "LuVqq1IOvMQr8t06",
"versionId": "aab94669-2212-443f-a9bc-0ee937b57a8b"
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
openAiApitelegramApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
Telegram Voice Agent. Uses telegramTrigger, telegram, openAi, agent. Event-driven trigger; 10 nodes.
Source: https://github.com/kossakovsky/n8n-install/blob/c1df35e20cddc0cc1d122d3a52c6647dafb3ae66/n8n/backup/workflows/n8n_1_1__Telegram_Voice_Agent.json — original creator credit. Request a take-down →
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Agent, Airtable Tool, OpenAI Chat +6
Automate your personal productivity with this intelligent n8n workflow that integrates Telegram, Google Sheets, and OpenAI (GPT-4o). This system uses multiple AI agents to manage work hours, tasks, fi
Agent, OpenAI Chat, Telegram +9