This workflow follows the Agent → OpenAI Chat recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"name": "SSH AI Agent - Telegram Version",
"nodes": [
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "66ea69df-9598-44ba-a0b6-ddf28093864b",
"leftValue": "={{ $json.data.approved }}",
"rightValue": "",
"operator": {
"type": "boolean",
"operation": "true",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
1300,
80
],
"id": "0443bc72-da10-4814-8300-f0683a419ee4",
"name": "If Approved"
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"leftValue": "={{ $('Sysadmin AI Agent').item.json.output.server }}",
"rightValue": "VPS-FE",
"operator": {
"type": "string",
"operation": "equals"
},
"id": "8c467ebb-5564-4399-9bdb-d844eb252264"
}
],
"combinator": "and"
}
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "7e0643e4-f707-4e93-bf96-e0cf5a516673",
"leftValue": "={{ $('Sysadmin AI Agent').item.json.output.server }}",
"rightValue": "VPS-BE",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
}
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "42cf33c7-cb36-42ef-8b1e-6e4b74f2a609",
"leftValue": "={{ $('Sysadmin AI Agent').item.json.output.server }}",
"rightValue": "VPS-PROXY",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
}
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.2,
"position": [
1820,
80
],
"id": "60c689be-6497-4b8d-9591-5f7573cf2fda",
"name": "Switch"
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.from.id }}"
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
-260,
160
],
"id": "c99169ab-b0eb-449c-ad4d-bed4bf7e4de2",
"name": "Simple Memory"
},
{
"parameters": {
"jsonSchemaExample": "{\n\t\"server\": \"VPS-DEV\",\n\t\"command\": \"sudo su\",\n \"explanation\": \"Explanation of sudo su\",\n \"workingDirectory\": \"/working-directory\",\n \"type\": \"COMMAND or DISCUSSION\",\n \"discussion\": \"Think to discuss\"\n}"
},
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"typeVersion": 1.2,
"position": [
40,
160
],
"id": "2567d0f5-dd1c-47cc-a9ad-72c61e99788b",
"name": "Structured Output Parser"
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"leftValue": "={{ $json.output.type.toUpperCase() }}",
"rightValue": "DISCUSSION",
"operator": {
"type": "string",
"operation": "equals"
},
"id": "94b10c02-0695-4460-8a3e-0d6ed327148a"
}
],
"combinator": "and"
}
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "187412fd-8918-4a28-bdeb-72afdddfa264",
"leftValue": "={{ $json.output.type.toUpperCase() }}",
"rightValue": "COMMAND",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
}
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.2,
"position": [
340,
220
],
"id": "aa15c1e0-7e02-4694-81d5-a3f0ce2688b3",
"name": "COMMAND or DISCUSSION"
},
{
"parameters": {},
"type": "n8n-nodes-base.merge",
"typeVersion": 3.1,
"position": [
2920,
100
],
"id": "c72a8779-aeee-45b4-8626-c402a9565a14",
"name": "Merge"
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.command }}",
"hasOutputParser": true,
"options": {
"systemMessage": "=Waktu saat ini adalah {{ $now.format('yyyy-MM-dd HH:mm:ss') }}\n\nKamu adalah seorang system administrator handal dengan pengalaman lebih dari 15 tahun yang bertugas mengelola server via SSH. \n\nSetiap kali menerima permintaan dari user, ikuti langkah ini:\n\n1. Plan: Gunakan 'SysadminThinkTool' untuk memetakan langkah\u2014apa yang perlu dicek, diperbarui, atau dijalankan. \n2. Respond: Langsung keluarkan hasil dengan format JSON-like berikut (tanpa memanggil tool apa pun):\n - 'type': '\"COMMAND\"' jika Anda akan mengeksekusi perintah, atau '\"DISCUSSION\"' jika Anda butuh klarifikasi/diskusi dulu. \n - 'command': string \u2014 perintah shell yang akan dijalankan (kosong jika 'type' = '\"DISCUSSION\"'). \n - 'workingDirectory': string \u2014 direktori kerja tempat perintah dijalankan (kosong jika 'type' = '\"DISCUSSION\"'). \n - 'server': string \u2014 identifier server (contoh: '\"VPS-DEV\"', '\"VPS-APP01\"', dst.), bukan deskripsi (\u201cServer VPS Development\u201d). Kosong jika 'type' = '\"DISCUSSION\"'. \n - 'explanation': string \u2014 ringkasan singkat fungsi perintah ini (boleh kosong jika 'type' = '\"DISCUSSION\"'). \n - 'discussion': string \u2014 pertanyaan atau poin diskusi untuk user (isi hanya jika 'type' = '\"DISCUSSION\"').\n\n3. Daftar server yang valid:\n - 'VPS-FE' : Server VPS Frontend dengan IP 103.245.38.239\n - 'VPS-BE' : Server VPS Backend dengan IP 103.245.39.22\n - 'VPS-PROXY' : Server VPS Proxy dengan IP 103.16.117.102\n\n4. Gaya bahasa: santai, lugas, dan tidak kaku seperti robot.\n\n---\n\nContoh \nSysadminThinkTool:\n\nCek status disk space\n\nKonfirmasi direktori backup\n\nResponse:\n{\n\"type\": \"DISCUSSION\",\n\"command\": \"\",\n\"workingDirectory\": \"\",\n\"server\": \"\",\n\"explanation\": \"\",\n\"discussion\": \"Apakah Anda ingin menjalankan backup di /var/backups sekarang atau menunggu setelah jam sibuk?\"\n}"
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.9,
"position": [
-280,
-80
],
"id": "c95eb346-cee0-455f-bc1c-ce373ddd884b",
"name": "Sysadmin AI Agent",
"onError": "continueErrorOutput"
},
{
"parameters": {
"model": {
"__rl": true,
"value": "gpt-4.1",
"mode": "list",
"cachedResultName": "gpt-4.1"
},
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1.2,
"position": [
-400,
160
],
"id": "010807a9-2977-4434-b34c-fa0e97125f0c",
"name": "Sysadmin Model",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "audio",
"operation": "transcribe",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.8,
"position": [
-1400,
-260
],
"id": "27d20adf-ff28-4513-b15a-4f1c7aa074f0",
"name": "OpenAI",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "599a59ba-4f43-4a1b-93c7-e8addf1ce1c6",
"name": "command",
"value": "={{ $json.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-1100,
-260
],
"id": "3c1081ad-4078-4cfa-bcb3-2d6e96d99535",
"name": "Audio Mapper"
},
{
"parameters": {},
"type": "n8n-nodes-base.merge",
"typeVersion": 3.1,
"position": [
-700,
-80
],
"id": "f3ab088d-a21e-4f98-b90a-6b8b4ae8e5fc",
"name": "Data Merge"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "0c9881a1-6a51-40fa-8327-c1b142e706c1",
"name": "command",
"value": "={{ $json.message.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-1100,
20
],
"id": "2e600bb3-6a6e-4b0e-95f7-813548bf6de8",
"name": "Edit Fields"
},
{
"parameters": {
"content": "## Inbound Chat Receiver",
"height": 240,
"width": 360,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-2920,
-180
],
"typeVersion": 1,
"id": "1fbaa528-b60e-4b78-a9ac-8997e6c1c4aa",
"name": "Sticky Note"
},
{
"parameters": {
"content": "## Message Type Switcher\nAudio or Text",
"height": 240,
"width": 360,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-2160,
-300
],
"typeVersion": 1,
"id": "f1e407bc-5880-4e36-85c5-7523558c80f8",
"name": "Sticky Note1"
},
{
"parameters": {
"content": "## Audio Chat Processor - Transcribe using OpenAI Speech-to-Text",
"height": 300,
"width": 920,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-1780,
-360
],
"typeVersion": 1,
"id": "0bba8e6d-48cf-45b5-a306-b368fb84b851",
"name": "Sticky Note2"
},
{
"parameters": {
"content": "## Text Chat Processor",
"height": 300,
"width": 920,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-1780,
-40
],
"typeVersion": 1,
"id": "6e7207c2-d85d-432c-9877-2a925d16b1b7",
"name": "Sticky Note3"
},
{
"parameters": {
"content": "## Merge the Data to Text",
"height": 240,
"width": 360,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-820,
-160
],
"typeVersion": 1,
"id": "a86b0034-6c0d-40fc-a973-59b3d7a1f8de",
"name": "Sticky Note4"
},
{
"parameters": {
"content": "## Sysadmin AI Agent \ud83e\udde0 ",
"height": 480,
"width": 600,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-440,
-160
],
"typeVersion": 1,
"id": "4513fe3c-8789-4342-b46a-564e967f78fd",
"name": "Sticky Note5"
},
{
"parameters": {
"content": "## Command or Discussion ?",
"height": 300,
"width": 420,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
180,
120
],
"typeVersion": 1,
"id": "a4487742-e9be-41d7-8c27-d02aa81592f3",
"name": "Sticky Note6"
},
{
"parameters": {
"content": "## Reply Discussion",
"height": 320,
"width": 480,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"position": [
620,
-40
],
"typeVersion": 1,
"id": "adc95527-402b-46ed-a4a8-119cde9fe960",
"name": "Sticky Note7"
},
{
"parameters": {
"content": "## Waiting for User to Approve Command",
"height": 320,
"width": 480,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"position": [
620,
300
],
"typeVersion": 1,
"id": "5a14eb13-6e77-4148-83e4-f01cd0eecc84",
"name": "Sticky Note8"
},
{
"parameters": {
"content": "## Reject or Approve ?",
"height": 320,
"width": 480,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
1120,
-40
],
"typeVersion": 1,
"id": "7ebaea5f-6b38-4bad-9890-dea6f8c01d87",
"name": "Sticky Note9"
},
{
"parameters": {
"content": "## Send Reject Confirmation",
"height": 320,
"width": 480,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
1120,
300
],
"typeVersion": 1,
"id": "7ca38d74-7251-4362-be50-c0c7e20a30a5",
"name": "Sticky Note10"
},
{
"parameters": {
"content": "## Server Identifier Switcher",
"height": 320,
"width": 480,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
1620,
-40
],
"typeVersion": 1,
"id": "34384edd-ea0f-43a4-b259-3b40afbed1c7",
"name": "Sticky Note11"
},
{
"parameters": {
"command": "={{ $('COMMAND or DISCUSSION').item.json.output.command }}",
"cwd": "={{ ($('COMMAND or DISCUSSION').item.json.output.workingDirectory || '/').replaceAll('~', '/') }}"
},
"type": "n8n-nodes-base.ssh",
"typeVersion": 1,
"position": [
2340,
-200
],
"id": "e3d2a37f-9b79-4034-b2c6-9ce3baf8eff5",
"name": "SSH - FE",
"credentials": {
"sshPassword": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "={{ JSON.stringify($json) }}",
"options": {
"systemMessage": "=Kamu adalah seorang system administrator paling handal sedunia! Kamu harus bisa menjelaskan apa maksud dari output perintah SSH yang dikirimkan oleh user. User baru saja mengirimkan perintah \"{{ $('COMMAND or DISCUSSION').item.json.output.command }}\" di directory \"{{ $('COMMAND or DISCUSSION').item.json.output.workingDirectory || '/' }}\" melalui SSH.\n\nGunakan tool \"SysadminThinkTool\" untuk berfikir dan menyusun jawaban kepada user.\n\nJelaskan secara singkat dan padat dan tidak usah mencantumkan json output, supaya lebih enak dibaca di chat."
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.9,
"position": [
3320,
100
],
"id": "88b46323-c662-4458-a9ff-98e6d26aad0c",
"name": "Explainer AI Agent"
},
{
"parameters": {
"model": {
"__rl": true,
"value": "gpt-4.1-mini",
"mode": "list",
"cachedResultName": "gpt-4.1-mini"
},
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1.2,
"position": [
3300,
360
],
"id": "a19cf4da-d42b-4708-9284-57140fee352e",
"name": "Explainer Model",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"command": "={{ $('COMMAND or DISCUSSION').item.json.output.command }}",
"cwd": "={{ ($('COMMAND or DISCUSSION').item.json.output.workingDirectory || '/').replaceAll('~', '/') }}"
},
"type": "n8n-nodes-base.ssh",
"typeVersion": 1,
"position": [
2340,
60
],
"id": "5de685e3-3d58-4b7f-bf68-6471dc983df4",
"name": "SSH - BE",
"credentials": {
"sshPassword": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"command": "={{ $('COMMAND or DISCUSSION').item.json.output.command }}",
"cwd": "={{ ($('COMMAND or DISCUSSION').item.json.output.workingDirectory || '/').replaceAll('~', '/') }}"
},
"type": "n8n-nodes-base.ssh",
"typeVersion": 1,
"position": [
2340,
320
],
"id": "cf9caf2f-5ece-4cfa-968c-891fecb6dcf7",
"name": "SSH - PROXY",
"credentials": {
"sshPassword": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"content": "## Server Access List",
"height": 840,
"width": 560,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2120,
-300
],
"typeVersion": 1,
"id": "30e72f3b-4fa8-4b0d-8a4a-2780c4458876",
"name": "Sticky Note12"
},
{
"parameters": {},
"type": "@n8n/n8n-nodes-langchain.toolThink",
"typeVersion": 1,
"position": [
-120,
160
],
"id": "e83f172c-22b4-4157-b95a-4ac0a1e2220e",
"name": "SysadminThinkTool"
},
{
"parameters": {},
"type": "@n8n/n8n-nodes-langchain.toolThink",
"typeVersion": 1,
"position": [
3500,
360
],
"id": "75683bc4-dcc7-492c-8c4c-d401b7c81ad1",
"name": "ExplainerThinkTool"
},
{
"parameters": {
"content": "## Merge the Data",
"height": 320,
"width": 480,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2700,
0
],
"typeVersion": 1,
"id": "4d37f739-e12d-42d1-a192-91e996d865c1",
"name": "Sticky Note13"
},
{
"parameters": {
"content": "## Explain the Output from SSH",
"height": 540,
"width": 480,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
3200,
0
],
"typeVersion": 1,
"id": "2be17a9b-8b06-4204-9ca3-82b8c647f2c8",
"name": "Sticky Note14"
},
{
"parameters": {
"content": "## Send Output to User",
"height": 320,
"width": 480,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
3700,
0
],
"typeVersion": 1,
"id": "8a1328fb-78ad-4949-8660-1461dd4721fe",
"name": "Sticky Note15"
},
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.2,
"position": [
-2800,
-120
],
"id": "c8abae2d-2888-4f65-9598-a6dfc3c14c11",
"name": "Telegram Trigger",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "loose",
"version": 2
},
"conditions": [
{
"id": "33eef9d5-222a-4ac8-bfa5-7475af6f41ab",
"leftValue": "={{ $json.message.from.id }}",
"rightValue": "928922141",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "and"
},
"looseTypeValidation": true,
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
-2420,
-120
],
"id": "723e8380-7f58-4643-973d-f18ee5bc9ae7",
"name": "If User is Allowed"
},
{
"parameters": {
"content": "## Inbound Chat Receiver",
"height": 240,
"width": 360,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-2540,
-180
],
"typeVersion": 1,
"id": "7bd8ab5d-0b44-472b-9c4e-b39c472b7501",
"name": "Sticky Note16"
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
"text": "Not allowed ~",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
-2040,
20
],
"id": "b58794da-6cc2-4cc1-ab7c-d5c36f46a847",
"name": "Not Allowed Message",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"content": "## Not Allowed",
"height": 240,
"width": 360,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-2160,
-40
],
"typeVersion": 1,
"id": "bf1546c9-583a-480c-8e25-c93f6fc0fc74",
"name": "Sticky Note17"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "a8c608d9-3bfb-430e-8bd5-4f8e097e902b",
"leftValue": "={{ $json.message.voice }}",
"rightValue": "",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
-2040,
-220
],
"id": "3d83756c-f76e-4266-96ae-0a16ed5cf7e3",
"name": "If Voice Note"
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.voice.file_id }}"
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
-1660,
-260
],
"id": "177ab71a-4c10-4609-b8ee-6c50bf713ee2",
"name": "Download Audio",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
"text": "={{ $json.output.discussion }}",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
820,
60
],
"id": "0fba95b9-53f8-4652-857b-3c812cfb49c5",
"name": "Send Discussion",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "sendAndWait",
"chatId": "=928922141",
"message": "=Apakah saya diizinkan untuk menjalankan perintah dibawah ini di server *{{ $json.output.server }}*?\n\n*{{ $json.output.command }}*\n\nBerikut ini penjelasan dari perintah tersebut :\n_{{ $json.output.explanation }}_",
"approvalOptions": {
"values": {
"approvalType": "double"
}
},
"options": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
820,
400
],
"id": "9445fd19-7c3e-480f-9738-b4a5943df5b2",
"name": "Approval Process",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
"text": "={{ $json.output }}",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
3900,
100
],
"id": "99debb8d-05e4-42a5-a5de-6bd81a604771",
"name": "Send Response",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
"text": "Baik, saya tidak akan mengeksekusi perintah tersebut. Terima kasih.",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
1300,
420
],
"id": "744c1e1c-427d-4109-9f24-43a306fa3c57",
"name": "Reject Confirmation",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
"text": "Maaf, aku tidak berhasil memproses pesan mu. Silahkan coba lagi, aku akan coba memprosesnya lagi.",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
820,
760
],
"id": "6de5d4f3-d1a8-4824-8431-d1b867cb9f33",
"name": "Error Message",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"content": "## Error Message",
"height": 320,
"width": 480,
"color": 2
},
"type": "n8n-nodes-base.stickyNote",
"position": [
620,
640
],
"typeVersion": 1,
"id": "4165651a-27d6-4f43-8934-560ecf3c1963",
"name": "Sticky Note18"
}
],
"connections": {
"If Approved": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
],
[
{
"node": "Reject Confirmation",
"type": "main",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "SSH - FE",
"type": "main",
"index": 0
}
],
[
{
"node": "SSH - BE",
"type": "main",
"index": 0
}
],
[
{
"node": "SSH - PROXY",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "Sysadmin AI Agent",
"type": "ai_memory",
"index": 0
},
{
"node": "Explainer AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Sysadmin AI Agent",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"COMMAND or DISCUSSION": {
"main": [
[
{
"node": "Send Discussion",
"type": "main",
"index": 0
}
],
[
{
"node": "Approval Process",
"type": "main",
"index": 0
}
]
]
},
"Merge": {
"main": [
[
{
"node": "Explainer AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Sysadmin AI Agent": {
"main": [
[
{
"node": "COMMAND or DISCUSSION",
"type": "main",
"index": 0
}
],
[
{
"node": "Error Message",
"type": "main",
"index": 0
}
]
]
},
"Sysadmin Model": {
"ai_languageModel": [
[
{
"node": "Sysadmin AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"OpenAI": {
"main": [
[
{
"node": "Audio Mapper",
"type": "main",
"index": 0
}
]
]
},
"Audio Mapper": {
"main": [
[
{
"node": "Data Merge",
"type": "main",
"index": 0
}
]
]
},
"Data Merge": {
"main": [
[
{
"node": "Sysadmin AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Data Merge",
"type": "main",
"index": 0
}
]
]
},
"SSH - FE": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"Explainer AI Agent": {
"main": [
[
{
"node": "Send Response",
"type": "main",
"index": 0
}
]
]
},
"Explainer Model": {
"ai_languageModel": [
[
{
"node": "Explainer AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"SSH - BE": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"SSH - PROXY": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"SysadminThinkTool": {
"ai_tool": [
[
{
"node": "Sysadmin AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"ExplainerThinkTool": {
"ai_tool": [
[
{
"node": "Explainer AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "If User is Allowed",
"type": "main",
"index": 0
}
]
]
},
"If User is Allowed": {
"main": [
[
{
"node": "If Voice Note",
"type": "main",
"index": 0
}
],
[
{
"node": "Not Allowed Message",
"type": "main",
"index": 0
}
]
]
},
"If Voice Note": {
"main": [
[
{
"node": "Download Audio",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Download Audio": {
"main": [
[
{
"node": "OpenAI",
"type": "main",
"index": 0
}
]
]
},
"Approval Process": {
"main": [
[
{
"node": "If Approved",
"type": "main",
"index": 0
}
]
]
},
"Reject Confirmation": {
"main": [
[]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "80a152cc-86dd-492c-a8ed-871fa4bb3e92",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "7MSqHTxq6S3m0wMV",
"tags": []
}
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.
openAiApisshPasswordtelegramApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
SSH AI Agent - Telegram Version. Uses memoryBufferWindow, outputParserStructured, agent, lmChatOpenAi. Event-driven trigger; 48 nodes.
Source: https://github.com/jipraks/n8n-templates/blob/9af802a0da83a0e369ab296beb2c5c37b944043b/ssh-ai-agent.json — original creator credit. Request a take-down →
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