AI/ML API | D1m7asis This workflow corresponds to n8n.io template #7045 — we link there as the canonical source.
This workflow follows the Google Sheets → HTTP Request 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 →
{
"meta": {
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "8db98853-bc69-4139-a08a-e0df3a6a0187",
"name": "\ud83d\udce9 Receive Telegram Message",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
-320,
1616
],
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "1fd92fc6-1992-4ba9-ac35-404d99b6aa46",
"name": "\ud83d\udcca Fetch Usage Logs",
"type": "n8n-nodes-base.googleSheets",
"position": [
144,
1792
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ $json.message.from.id }}",
"lookupColumn": "user_id"
},
{
"lookupValue": "={{ new Date().toISOString().slice(0,10) }}",
"lookupColumn": "date"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": 2060422727,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19rsFwln4KMpGjOzxOdz7OC_-kRH8_qD4Agx5lXlDD9k/edit#gid=2060422727",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "19rsFwln4KMpGjOzxOdz7OC_-kRH8_qD4Agx5lXlDD9k",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19rsFwln4KMpGjOzxOdz7OC_-kRH8_qD4Agx5lXlDD9k/edit?usp=drivesdk",
"cachedResultName": "AI bot usage statistic"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6,
"alwaysOutputData": true
},
{
"id": "3ff699b8-5db7-40fb-be90-69f0c1052aad",
"name": "\ud83d\udcc8 Count Today\u2019s Requests",
"type": "n8n-nodes-base.aggregate",
"position": [
368,
1792
],
"parameters": {
"options": {},
"aggregate": "aggregateAllItemData"
},
"typeVersion": 1
},
{
"id": "c0db9e37-dd77-469d-a055-b1e7f097293d",
"name": "\ud83d\udd22 Set Daily Limit",
"type": "n8n-nodes-base.set",
"position": [
592,
1792
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "1514c5a1-1bd4-4ba2-8bb9-30c679ae4f8e",
"name": "daily_limit",
"type": "number",
"value": 5
}
]
}
},
"typeVersion": 3.4
},
{
"id": "f5421fea-d1a1-4701-9c71-7cf6b5f3df18",
"name": "\ud83d\udea6 Check Limit Exceeded?",
"type": "n8n-nodes-base.if",
"position": [
848,
1792
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "08e8aac4-9f6a-4fc0-b1ad-7d8493ff74bf",
"operator": {
"type": "number",
"operation": "lt"
},
"leftValue": "={{$('\ud83d\udcc8 Count Today\u2019s Requests').item.json.data.length }}",
"rightValue": "={{ $json.daily_limit }}"
}
]
}
},
"executeOnce": false,
"typeVersion": 2.2
},
{
"id": "7a6ba155-4fb2-49bd-ba87-762dc0d564b8",
"name": "\ud83d\udeab Notify: Limit Exceeded",
"type": "n8n-nodes-base.telegram",
"position": [
1120,
1808
],
"parameters": {
"text": "=Sorry! Your *daily limit of {{ $('\ud83d\udd22 Set Daily Limit').item.json.daily_limit }} generations* is exceeded!",
"chatId": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "89bf72a1-41f0-45bf-832d-9603c525c5ee",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-352,
1424
],
"parameters": {
"color": 4,
"width": 432,
"height": 464,
"content": "## Incoming Message\n### Handle incoming user messages from Telegram."
},
"typeVersion": 1
},
{
"id": "62dbe03c-45eb-4353-9c96-83eeaf0bd750",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
96,
1696
],
"parameters": {
"width": 1200,
"height": 288,
"content": "## Usage Limit Check\n### Check how many times the user has generated today and enforce the daily limit.\n\n"
},
"typeVersion": 1
},
{
"id": "b74b4b6c-caa2-49d0-aa93-c564f5e99716",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
752,
1360
],
"parameters": {
"color": 4,
"width": 1664,
"height": 320,
"content": "## Delivery & Logging\n### Send the final image and caption to the user, and log the result to Google Sheets.\n\n\n\n\n\n\n"
},
"typeVersion": 1
},
{
"id": "1df08c50-f38d-430a-8d0b-db6df1461265",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
-48,
-400
],
"parameters": {
"color": 5,
"width": 560,
"height": 672,
"content": "# \ud83e\udde0 AI Chat & Model Selector Bot \u2014 Telegram + AIMLAPI (via n8n)\n\nThis workflow enables Telegram users to interact with multiple AI models via dynamic prompts. \nUsers specify the desired model by sending a message in the format:\n\n```\n#model_id [your prompt text here]\n```\n\nAdditionally, users can request a list of available models by sending the command `/models`.\n\n---\n\n## \ud83d\ude80 Key Features:\n- **Multi-model selection via hashtags:** Example `#openai/gpt-4o What is AI?`\n- **/models command**: Lists all available model IDs grouped by provider.\n- **Daily generation limit per user:** Enforced via Google Sheets.\n- **Automatic model validation:** Ensures model_id exists before generation.\n- **Seamless Telegram interaction**: Responses are sent back to the chat.\n- **Activity logging:** Every query & result is logged in Google Sheets."
},
"typeVersion": 1
},
{
"id": "1510f325-a221-4880-b198-8696b2e47329",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
"position": [
-48,
288
],
"parameters": {
"color": 5,
"width": 560,
"height": 784,
"content": "## \u2699\ufe0f Customization Options:\n- The **daily limit** can be configured in the `Set Daily Limit` node.\n- You can expand functionality by adding:\n * NSFW content filtering.\n * Shortcuts/Aliases for models (e.g., `#fast` => Groq model).\n * Additional commands like `/help`, `/usage`, `/history`.\n * Custom response formatting (e.g., Markdown styling, emojis).\n * Per-user API key support (multi-tenant).\n\n---\n\n## \ud83d\udca1 Example User Flow:\n\n### 1. User initiates chat with a model:\n```\n#openai/gpt-4o Explain Quantum Computing.\n```\n- The bot parses the model_id and sends the prompt to AI/ML API.\n- The AI's response is returned in Telegram.\n\n### 2. User requests available models:\n```\n/models\n```\n- The bot fetches the latest model list from AI/ML API.\n- The models are grouped by provider and sent as multiple messages.\n\n### 3. Daily Limit Enforcement:\n- Each user has a daily limit (default: 5).\n- If exceeded, the bot replies with:\n```\nSorry! Your daily limit of 5 generations is exceeded!\n```"
},
"typeVersion": 1
},
{
"id": "84cd9c4f-7e93-4859-8025-2bc23815420e",
"name": "Sticky Note10",
"type": "n8n-nodes-base.stickyNote",
"position": [
528,
-400
],
"parameters": {
"color": 5,
"width": 560,
"height": 976,
"content": "# \ud83d\udee0 Setup Guide for Deployment\n\n### 1. \ud83d\udcf2 Telegram Bot Creation:\n- Go to [@BotFather](https://t.me/BotFather)\n- Use `/newbot`, set a name and username.\n- Save the provided API token.\n\n---\n\n### 2. \ud83d\udd10 Telegram API Credentials in n8n:\n- Navigate to `Credentials` in n8n.\n- Add a new `Telegram API` credential.\n- Paste the BotFather token.\n\n---\n\n### 3. \ud83d\udcd7 Google Sheets Setup:\n- Create a new Google Sheet named `Sheet1`.\n- Add the following headers:\n```\nuser_id | date | query | result\n```\n- Share access to your **Google Service Account** or **OAuth email** \n(depending on your Google Sheets integration in n8n).\n\n---\n\n### 4. \ud83d\udd0c AIMLAPI API Key Configuration:\n- Obtain your API Key from [AI/ML API](https://aimlapi.com/app).\n- In n8n, create a new `AI/ML API` credential:\n* Base URL: `https://api.aimlapi.com/v1`\n* API Key: your_key_here.\n- Test the connection.\n\n---\n\n### 5. \u2699\ufe0f Optional Enhancements:\n- Implement caching of model lists.\n- Add interactive inline buttons (e.g., \u201cSelect Model\u201d UX).\n- Implement per-user statistics dashboard."
},
"typeVersion": 1
},
{
"id": "72dc8e96-7dac-435c-815b-17e898432a63",
"name": "Sticky Note11",
"type": "n8n-nodes-base.stickyNote",
"position": [
528,
592
],
"parameters": {
"color": 5,
"width": 560,
"height": 480,
"content": "## \ud83d\udcc1 Data Logged to Google Sheets:\nFor each successful generation, the following data is logged:\n| user_id | date | query | result |\n| ------- | ---- | ----- | ------ |\n\nThis log helps monitor usage limits, analyze user behavior, and track API interactions.\n\n---\n\n## \ud83e\uddea Testing & Debugging Tips:\n- Use a **separate Telegram chat/channel** for testing.\n- Add `Set` or `Console` nodes to inspect payloads for debugging.\n- Always test via **sending real messages to the bot**, not through n8n's \u201cExecute Node\u201d.\n- Test `/models` command thoroughly \u2014 ensure it splits long lists into multiple messages.\n- Validate edge cases:\n * Missing `#model_id`\n * Exceeding daily limits\n * Invalid or deprecated model IDs\n- Regularly monitor Google Sheets for log integrity."
},
"typeVersion": 1
},
{
"id": "aa89ce2b-a680-4c1a-b4a5-455a81030814",
"name": "Send a chat action",
"type": "n8n-nodes-base.telegram",
"position": [
1104,
1472
],
"parameters": {
"chatId": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.chat.id }}",
"operation": "sendChatAction"
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "cae25ff0-5690-43f0-8245-0ed7d97b66dc",
"name": "Get Models List",
"type": "n8n-nodes-base.httpRequest",
"position": [
144,
1504
],
"parameters": {
"url": "https://api.aimlapi.com/v1/models",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "bf1b163d-58e4-4cc0-b8cd-4317fe0c5e42",
"name": "Send a text message",
"type": "n8n-nodes-base.telegram",
"position": [
592,
1504
],
"parameters": {
"text": "={{ $json.content }}",
"chatId": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "7d506e29-9e47-4e24-8354-a1a311e6bdff",
"name": "Code",
"type": "n8n-nodes-base.code",
"position": [
368,
1504
],
"parameters": {
"language": "python",
"pythonCode": "data = _input.first().json['data']\n\ngrouped_models = {}\n\nfor item in data:\n if item.get('type') != 'chat-completion':\n continue\n\n developer = item.get('info', {}).get('developer', 'Unknown')\n model_entry = {\n 'id': item.get('id'),\n 'name': item.get('info', {}).get('name', item.get('id'))\n }\n\n if developer not in grouped_models:\n grouped_models[developer] = []\n\n grouped_models[developer].append(model_entry)\n\n# \u0424\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0434\u043b\u044f \u0432\u044b\u0432\u043e\u0434\u0430\noutput_items = []\n\nfor developer, models in grouped_models.items():\n lines = [f\"\ud83e\uddd1\u200d\ud83d\udcbb *{developer}*\"]\n for model in models:\n lines.append(f\"\u2022 `{model['id']}` \u2014 {model['name']}\")\n \n content = \"\\n\".join(lines)\n output_items.append({'json': {'content': content}})\n\nreturn output_items\n"
},
"typeVersion": 2
},
{
"id": "5e370157-362d-407d-95bf-b9345d6e99e6",
"name": "Send a text message1",
"type": "n8n-nodes-base.telegram",
"position": [
2032,
1488
],
"parameters": {
"text": "={{ $json.content }}",
"chatId": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "b0e40f9a-e30d-4fd8-a23d-61bc3bca8d5a",
"name": "\ud83d\udcdd Log Successful Generation1",
"type": "n8n-nodes-base.googleSheets",
"position": [
2224,
1488
],
"parameters": {
"columns": {
"value": {
"date": "={{ new Date().toISOString().slice(0,10) }}",
"query": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.text }}",
"result": "={{ $json.result.text }}",
"user_id": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.from.id }}"
},
"schema": [
{
"id": "user_id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "user_id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "date",
"type": "string",
"display": true,
"required": false,
"displayName": "date",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "query",
"type": "string",
"display": true,
"required": false,
"displayName": "query",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "result",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "result",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"user_id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 2060422727,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1RHgZNdT0whop0JY3vrj83yLtmVluG73NIfLBBa8ckPg/edit#gid=2060422727",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "19rsFwln4KMpGjOzxOdz7OC_-kRH8_qD4Agx5lXlDD9k",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19rsFwln4KMpGjOzxOdz7OC_-kRH8_qD4Agx5lXlDD9k/edit?usp=drivesdk",
"cachedResultName": "AI bot usage statistic"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
},
"typeVersion": 4.6
},
{
"id": "e7b00f33-4464-4567-97d6-cef34ad9c33f",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
96,
1360
],
"parameters": {
"width": 640,
"height": 320,
"content": "## Usage Limit Check\n### Check how many times the user has generated today and enforce the daily limit.\n\n"
},
"typeVersion": 1
},
{
"id": "16f0d8de-fcee-44e7-b5ef-e28980d3395c",
"name": "Get Models Or Process Message?",
"type": "n8n-nodes-base.switch",
"position": [
-128,
1616
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "Get Models",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "efff9014-b37a-443e-b888-fd9a8eb97f3f",
"operator": {
"type": "string",
"operation": "contains"
},
"leftValue": "={{ $json.message.text }}",
"rightValue": "/models"
}
]
},
"renameOutput": true
},
{
"outputKey": "Process Message",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "8b39b996-fd2e-4070-9800-1a7b0bdc5f76",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.message.text }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "7163b2e1-96ff-4965-a3ab-91e2d68a6a33",
"name": "\ud83e\udde0 Generate Msg (AI/ML API | GPT-4o)",
"type": "n8n-nodes-aimlapi.aimlApi",
"position": [
1712,
1536
],
"parameters": {
"model": "openai/gpt-4o",
"prompt": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.text }}",
"options": {},
"requestOptions": {}
},
"credentials": {
"aimlApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "b942da4d-2dc2-4773-b3a9-3b700d8838c6",
"name": "\ud83e\udde0 Generate Msg (AI/ML API | Custom Model)",
"type": "n8n-nodes-aimlapi.aimlApi",
"position": [
1824,
1376
],
"parameters": {
"model": "={{ $json.model_id }}",
"prompt": "={{ $json.message }}",
"options": {},
"requestOptions": {}
},
"credentials": {
"aimlApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "2bbb1df7-7035-475c-ae62-e8996f22bea1",
"name": "Group Models By Providers",
"type": "n8n-nodes-base.code",
"position": [
1616,
1376
],
"parameters": {
"jsCode": "const text = $('\ud83d\udce9 Receive Telegram Message').first().json.message.text;\n\nif (!text.startsWith('#')) {\n throw new Error('Message must start with a #model_tag');\n}\n\nconst parts = text.split(' ', 2);\n\nif (parts.length < 2) {\n throw new Error('Message must contain both #model_tag and prompt text.');\n}\n\nconst model_id = parts[0].substring(1); // \u0423\u0431\u0438\u0440\u0430\u0435\u043c #\nconst message = parts[1];\n\nreturn [\n {\n json: {\n model_id,\n message\n }\n }\n];\n"
},
"typeVersion": 2
},
{
"id": "214a99db-facf-4515-9a62-111d8eedbe84",
"name": "Set Custom Model?",
"type": "n8n-nodes-base.if",
"position": [
1392,
1472
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "8f4473af-8528-4286-a12f-d51d70615e3b",
"operator": {
"type": "string",
"operation": "startsWith"
},
"leftValue": "={{ $('\ud83d\udce9 Receive Telegram Message').item.json.message.text }}",
"rightValue": "#"
}
]
}
},
"typeVersion": 2.2
}
],
"connections": {
"Code": {
"main": [
[
{
"node": "Send a text message",
"type": "main",
"index": 0
}
]
]
},
"Get Models List": {
"main": [
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
},
"Set Custom Model?": {
"main": [
[
{
"node": "Group Models By Providers",
"type": "main",
"index": 0
}
],
[
{
"node": "\ud83e\udde0 Generate Msg (AI/ML API | GPT-4o)",
"type": "main",
"index": 0
}
]
]
},
"Send a chat action": {
"main": [
[
{
"node": "Set Custom Model?",
"type": "main",
"index": 0
}
]
]
},
"Send a text message1": {
"main": [
[
{
"node": "\ud83d\udcdd Log Successful Generation1",
"type": "main",
"index": 0
}
]
]
},
"\ud83d\udd22 Set Daily Limit": {
"main": [
[
{
"node": "\ud83d\udea6 Check Limit Exceeded?",
"type": "main",
"index": 0
}
]
]
},
"\ud83d\udcca Fetch Usage Logs": {
"main": [
[
{
"node": "\ud83d\udcc8 Count Today\u2019s Requests",
"type": "main",
"index": 0
}
]
]
},
"Group Models By Providers": {
"main": [
[
{
"node": "\ud83e\udde0 Generate Msg (AI/ML API | Custom Model)",
"type": "main",
"index": 0
}
]
]
},
"\ud83d\udea6 Check Limit Exceeded?": {
"main": [
[
{
"node": "Send a chat action",
"type": "main",
"index": 0
}
],
[
{
"node": "\ud83d\udeab Notify: Limit Exceeded",
"type": "main",
"index": 0
}
]
]
},
"\ud83d\udcc8 Count Today\u2019s Requests": {
"main": [
[
{
"node": "\ud83d\udd22 Set Daily Limit",
"type": "main",
"index": 0
}
]
]
},
"\ud83d\udce9 Receive Telegram Message": {
"main": [
[
{
"node": "Get Models Or Process Message?",
"type": "main",
"index": 0
}
]
]
},
"Get Models Or Process Message?": {
"main": [
[
{
"node": "Get Models List",
"type": "main",
"index": 0
}
],
[
{
"node": "\ud83d\udcca Fetch Usage Logs",
"type": "main",
"index": 0
}
]
]
},
"\ud83e\udde0 Generate Msg (AI/ML API | GPT-4o)": {
"main": [
[
{
"node": "Send a text message1",
"type": "main",
"index": 0
}
]
]
},
"\ud83e\udde0 Generate Msg (AI/ML API | Custom Model)": {
"main": [
[
{
"node": "Send a text message1",
"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.
aimlApigoogleSheetsOAuth2ApitelegramApi
Pro
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About this workflow
This n8n workflow enables Telegram users to interact with multiple AI models dynamically using #model_id commands. It also supports a /models command to list all available models. Each user has a daily usage limit, tracked via Google Sheets.
Source: https://n8n.io/workflows/7045/ — original creator credit. Request a take-down →
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