This workflow follows the Agent → Googlegemini 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": "AI_assistant_telegram",
"nodes": [
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.2,
"position": [
-864,
-32
],
"id": "YOUR_NODE_ID_1",
"name": "Telegram Trigger"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "YOUR_ASSIGNMENT_ID_1",
"name": "session_id",
"value": "={{ $json.message.chat.id }}",
"type": "number"
},
{
"id": "YOUR_ASSIGNMENT_ID_2",
"name": "message.text",
"value": "={{ $json.message.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-208,
-48
],
"id": "YOUR_NODE_ID_2",
"name": "Edit Fields"
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.message.text }}",
"options": {
"systemMessage": "=You are a personal assistant that helps user fulfill their requests.\n\nWhen you are asked to perform a task on the current date, please use the current time and date : {{ $now }}\n\n## Output\n\nYou should output the result and don't include any thing unnecessary. Just make sure that you politely answer user question and ask if any other information is required.\n\n\nIf there is something related to getting the tasks, please make sure that you use the tool 'get_many_google_task_tool' to get the tasks as user want. Give a summary of the same without any links etc.\n\n\nIf there is something related to calendar or schedule or events, you have to use tool 'calendar_flow_agent' to call the seperate workflow with detailed 'text' ( time is {{ $now }}) so that it can work on the Query."
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2.2,
"position": [
384,
-48
],
"id": "YOUR_NODE_ID_3",
"name": "AI Agent"
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"text": "={{ $json.output }}",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
800,
-48
],
"id": "YOUR_NODE_ID_4",
"name": "Send a text message",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $json.session_id }}",
"contextWindowLength": 7
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
464,
400
],
"id": "YOUR_NODE_ID_5",
"name": "Simple Memory"
},
{
"parameters": {
"resource": "audio",
"modelId": {
"__rl": true,
"value": "models/gemini-2.5-flash",
"mode": "list",
"cachedResultName": "models/gemini-2.5-flash"
},
"inputType": "binary",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"typeVersion": 1,
"position": [
-176,
224
],
"id": "YOUR_NODE_ID_6",
"name": "Transcribe a recording",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"leftValue": "={{ $json.message.text }}",
"rightValue": "",
"operator": {
"type": "boolean",
"operation": "exists",
"singleValue": true
},
"id": "YOUR_CONDITION_ID_1"
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "text"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"id": "YOUR_CONDITION_ID_2",
"leftValue": "={{ $json.message.voice.file_id }}",
"rightValue": "",
"operator": {
"type": "boolean",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "audio"
}
]
},
"looseTypeValidation": true,
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.3,
"position": [
-608,
-32
],
"id": "YOUR_NODE_ID_7",
"name": "Switch"
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.voice.file_id }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
-432,
144
],
"id": "YOUR_NODE_ID_8",
"name": "Get a file",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "YOUR_ASSIGNMENT_ID_3",
"name": "message.text",
"value": "={{ $json.content.parts[0].text }}",
"type": "string"
},
{
"id": "YOUR_ASSIGNMENT_ID_4",
"name": "session_id",
"value": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
32,
224
],
"id": "YOUR_NODE_ID_9",
"name": "Edit Fields1"
},
{
"parameters": {
"operation": "getAll",
"task": "YOUR_GOOGLE_TASKS_LIST_ID",
"returnAll": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Return_All', ``, 'boolean') }}",
"additionalFields": {
"showCompleted": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Show_Completed', ``, 'boolean') }}"
}
},
"type": "n8n-nodes-base.googleTasksTool",
"typeVersion": 1,
"position": [
720,
192
],
"id": "YOUR_NODE_ID_10",
"name": "Get many tasks in Google Tasks",
"credentials": {
"googleTasksOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
256,
160
],
"id": "YOUR_NODE_ID_11",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"description": "This workflow helps to create events in google calendar or get events from the calendar.",
"workflowId": {
"__rl": true,
"value": "YOUR_CALENDAR_WORKFLOW_ID",
"mode": "list",
"cachedResultUrl": "/workflow/YOUR_CALENDAR_WORKFLOW_ID",
"cachedResultName": "My_gmail_calendar"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"text": "={{ $json.message.text }}",
"session_id": "={{ $json.session_id }}"
},
"matchingColumns": [],
"schema": [
{
"id": "text",
"displayName": "text",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "session_id",
"displayName": "session_id",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
656,
432
],
"id": "YOUR_NODE_ID_12",
"name": "Call 'My_gmail_calendar'"
}
],
"connections": {
"Telegram Trigger": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Send a text message",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
],
[
{
"node": "Get a file",
"type": "main",
"index": 0
}
]
]
},
"Transcribe a recording": {
"main": [
[
{
"node": "Edit Fields1",
"type": "main",
"index": 0
}
]
]
},
"Get a file": {
"main": [
[
{
"node": "Transcribe a recording",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields1": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Get many tasks in Google Tasks": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Call 'My_gmail_calendar'": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "YOUR_VERSION_ID",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "YOUR_WORKFLOW_ID",
"tags": [
{
"createdAt": "2025-10-07T12:15:04.955Z",
"updatedAt": "2025-10-07T12:15:04.955Z",
"id": "YOUR_TAG_ID_1",
"name": "telegram"
},
{
"createdAt": "2025-10-05T06:00:43.469Z",
"updatedAt": "2025-10-05T06:00:43.469Z",
"id": "YOUR_TAG_ID_2",
"name": "api"
}
]
}
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.
googlePalmApigoogleTasksOAuth2ApitelegramApi
Pro
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About this workflow
AI_assistant_telegram. Uses telegramTrigger, agent, telegram, memoryBufferWindow. Event-driven trigger; 12 nodes.
Source: https://github.com/akagamikaizoku/n8n-tg-personal-assistant-workflow-multi-agent/blob/main/AI_assistant_telegram.json — original creator credit. Request a take-down →
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