This workflow follows the Telegram → Telegram Trigger 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 \u2192 Voice/Text \u2192 Parse \u2192 Google Calendar",
"nodes": [
{
"parameters": {},
"id": "tg-trigger",
"name": "Telegram Trigger (On message)",
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 2,
"position": [
-600,
0
],
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"options": {
"updates": "message"
}
},
{
"parameters": {
"keepOnlySet": false,
"values": {
"string": [
{
"name": "chat_id",
"value": "={{$json[\"message\"][\"chat\"][\"id\"]}}"
}
]
}
},
"id": "set-chat-id",
"name": "Set chat_id",
"type": "n8n-nodes-base.set",
"typeVersion": 2,
"position": [
-400,
0
]
},
{
"parameters": {
"conditions": {
"boolean": [],
"number": [],
"string": [
{
"value1": "={{$json[\"message\"][\"voice\"]}}",
"operation": "isNotEmpty"
}
]
}
},
"id": "if-voice",
"name": "IF (voice?)",
"type": "n8n-nodes-base.if",
"typeVersion": 2,
"position": [
-200,
0
]
},
{
"parameters": {
"resource": "file",
"operation": "download",
"fileId": "={{$json[\"message\"][\"voice\"][\"file_id\"]}}"
},
"id": "tg-download",
"name": "Telegram \u2192 Download file",
"type": "n8n-nodes-base.telegram",
"typeVersion": 2,
"position": [
0,
-180
],
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"command": "ffmpeg -y -i \"={{$json[\"data\"][\"filePath\"]}}\" -ar 16000 -ac 1 \"C:\\n8n-stt\\in.wav\"",
"options": {
"shell": "powershell"
}
},
"id": "exec-ffmpeg",
"name": "Execute Command (ffmpeg \u2192 wav 16k mono)",
"type": "n8n-nodes-base.executeCommand",
"typeVersion": 1,
"position": [
230,
-180
]
},
{
"parameters": {
"command": "python C:\\n8n-stt\\transcribe.py \"C:\\n8n-stt\\in.wav\" \"C:\\vosk\\vosk-model-small-ru-0.22\"",
"options": {
"shell": "powershell",
"includeStdErr": false
}
},
"id": "exec-vosk",
"name": "Execute Command (Vosk STT)",
"type": "n8n-nodes-base.executeCommand",
"typeVersion": 1,
"position": [
460,
-180
]
},
{
"parameters": {
"keepOnlySet": true,
"values": {
"string": [
{
"name": "message_text",
"value": "={{($json[\"stdout\"] || \"\").trim()}}"
}
]
}
},
"id": "set-from-stdout",
"name": "Set message_text (from STT)",
"type": "n8n-nodes-base.set",
"typeVersion": 2,
"position": [
690,
-180
]
},
{
"parameters": {
"keepOnlySet": true,
"values": {
"string": [
{
"name": "message_text",
"value": "={{$json[\"message\"][\"text\"]}}"
}
]
}
},
"id": "set-from-text",
"name": "Set message_text (from text)",
"type": "n8n-nodes-base.set",
"typeVersion": 2,
"position": [
0,
180
]
},
{
"parameters": {
"functionCode": "const input = (item.json.message_text || \"\").toLowerCase().trim();\nconst weekdays = { \"\u043f\u043d\":1,\"\u0432\u0442\":2,\"\u0441\u0440\":3,\"\u0447\u0442\":4,\"\u043f\u0442\":5,\"\u0441\u0431\":6,\"\u0432\u0441\":0,\n \"\u043f\u043e\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u0438\u043a\":1,\"\u0432\u0442\u043e\u0440\u043d\u0438\u043a\":2,\"\u0441\u0440\u0435\u0434\u0430\":3,\"\u0447\u0435\u0442\u0432\u0435\u0440\u0433\":4,\"\u043f\u044f\u0442\u043d\u0438\u0446\u0430\":5,\"\u0441\u0443\u0431\u0431\u043e\u0442\u0430\":6,\"\u0432\u043e\u0441\u043a\u0440\u0435\u0441\u0435\u043d\u044c\u0435\":0 };\nfunction nextWeekday(dow){ const d=new Date(); const diff=(dow-d.getDay()+7)%7||7; d.setDate(d.getDate()+diff); return d; }\nlet date = new Date();\nif (input.includes(\"\u0437\u0430\u0432\u0442\u0440\u0430\")) date.setDate(date.getDate()+1);\nelse {\n for (const [n,v] of Object.entries(weekdays)) { if (input.includes(n)) { date = nextWeekday(v); break; } }\n}\nlet h=9,m=0; const mt=input.match(/(\\d{1,2})(?:[:\\.](\\d{2}))?/); if(mt){h=parseInt(mt[1]); m=parseInt(mt[2]||\"0\");}\nlet title=input; const idx=input.indexOf(\" \u0432 \"); if(idx>0) title=input.slice(0,idx).trim();\ndate.setHours(h,m,0,0);\nconst startISO = date.toISOString();\nconst endISO = new Date(date.getTime()+30*60000).toISOString();\nreturn [{ json: { title: title || \"\u0417\u0430\u0434\u0430\u0447\u0430\", startISO, endISO } }];"
},
"id": "fn-parse",
"name": "Function (parse title/date/time)",
"type": "n8n-nodes-base.function",
"typeVersion": 2,
"position": [
920,
-10
]
},
{
"parameters": {
"operation": "create",
"title": "={{$json[\"title\"]}}",
"start": "={{$json[\"startISO\"]}}",
"end": "={{$json[\"endISO\"]}}",
"options": {
"timezone": "Europe/Warsaw"
}
},
"id": "gcal-create",
"name": "Google Calendar \u2192 Create Event",
"type": "n8n-nodes-base.googleCalendar",
"typeVersion": 1,
"position": [
1150,
-10
],
"credentials": {
"googleOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "message",
"operation": "sendMessage",
"chatId": "={{$json[\"chat_id\"]}}",
"text": "\u2705 \u0414\u043e\u0431\u0430\u0432\u0438\u043b: {{$json[\"title\"]}}\\n\ud83d\uddd3\ufe0f {{$json[\"startISO\"]}} \u2192 {{$json[\"endISO\"]}}"
},
"id": "tg-send",
"name": "Telegram \u2192 Send Message",
"type": "n8n-nodes-base.telegram",
"typeVersion": 2,
"position": [
1380,
-10
],
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
}
],
"connections": {
"Telegram Trigger (On message)": {
"main": [
[
{
"node": "Set chat_id",
"type": "main",
"index": 0
}
]
]
},
"Set chat_id": {
"main": [
[
{
"node": "IF (voice?)",
"type": "main",
"index": 0
}
]
]
},
"IF (voice?)": {
"main": [
[
{
"node": "Telegram \u2192 Download file",
"type": "main",
"index": 0
}
],
[
{
"node": "Set message_text (from text)",
"type": "main",
"index": 0
}
]
]
},
"Telegram \u2192 Download file": {
"main": [
[
{
"node": "Execute Command (ffmpeg \u2192 wav 16k mono)",
"type": "main",
"index": 0
}
]
]
},
"Execute Command (ffmpeg \u2192 wav 16k mono)": {
"main": [
[
{
"node": "Execute Command (Vosk STT)",
"type": "main",
"index": 0
}
]
]
},
"Execute Command (Vosk STT)": {
"main": [
[
{
"node": "Set message_text (from STT)",
"type": "main",
"index": 0
}
]
]
},
"Set message_text (from STT)": {
"main": [
[
{
"node": "Function (parse title/date/time)",
"type": "main",
"index": 0
}
]
]
},
"Set message_text (from text)": {
"main": [
[
{
"node": "Function (parse title/date/time)",
"type": "main",
"index": 0
}
]
]
},
"Function (parse title/date/time)": {
"main": [
[
{
"node": "Google Calendar \u2192 Create Event",
"type": "main",
"index": 0
}
]
]
},
"Google Calendar \u2192 Create Event": {
"main": [
[
{
"node": "Telegram \u2192 Send Message",
"type": "main",
"index": 0
}
]
]
}
}
}
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.
googleOAuth2ApitelegramApi
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About this workflow
Telegram → Voice/Text → Parse → Google Calendar. Uses telegramTrigger, telegram, executeCommand, googleCalendar. Event-driven trigger; 11 nodes.
Source: https://gist.github.com/artemiykochkin18-tech/8aff7d698255749460c98efe6ae530de — original creator credit. Request a take-down →
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