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": "Invoice Generator",
"nodes": [
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.1,
"position": [
240,
-20
],
"id": "701ede7a-7d74-42e5-ac32-1bdc9c694cd0",
"name": "Telegram Trigger",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.message.caption }}",
"options": {
"systemMessage": "=You are a helpful assistant, named Jono, and your task is to handle intelligent document processing.\n\n##Tools\n1. Call the document_processing tool to handle any OCR for PDF document processing. \n2. Call the image_processsing tool to handle any OCR for image processing. When user calls this tool, please start it immediately. The image will be passed through an ID and processed on the sub-agent. No need to verify"
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.7,
"position": [
560,
-20
],
"id": "65665f2c-cbe3-4c61-9b63-37c2b86db5f1",
"name": "AI Agent"
},
{
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1.2,
"position": [
460,
200
],
"id": "48872032-974c-4390-b627-5f644e8a7d3b",
"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": [
580,
200
],
"id": "c29faa42-324f-4b18-ac88-ca80f127b9a3",
"name": "Window Buffer Memory"
},
{
"parameters": {
"name": "document_processing",
"description": "Call this tool to pull out any data from a PDF file",
"workflowId": {
"__rl": true,
"value": "9RBCF8EHFlsT3KJ6",
"mode": "list",
"cachedResultName": "Document Processing"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"message": "={{ $('Telegram Trigger').item.json.message.caption }}",
"id": "={{ $('Telegram Trigger').item.json.message.document.file_id }}"
},
"matchingColumns": [
"data"
],
"schema": [
{
"id": "message",
"displayName": "message",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "id",
"displayName": "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,
"position": [
720,
200
],
"id": "a5e39bf6-9405-4c2b-ae31-3e67f841e4f8",
"name": "Document processing"
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"text": "={{ $json.output }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
920,
-20
],
"id": "bbc510b3-e324-4e95-9b84-501190e73268",
"name": "Telegram3",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"name": "image_processing",
"description": "Call this tool to pull out any data from a image file (JPG, PNG, etc)",
"workflowId": {
"__rl": true,
"value": "m0C4Xan9A80W4bjz",
"mode": "list",
"cachedResultName": "Image Processing"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"message": "={{ $('Telegram Trigger').item.json.message.caption }}",
"id": "={{ $('Telegram Trigger').item.json.message.document.file_id }}"
},
"matchingColumns": [],
"schema": [
{
"id": "message",
"displayName": "message",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string"
},
{
"id": "id",
"displayName": "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,
"position": [
860,
200
],
"id": "1ecfb2ad-1a97-4002-a4b2-43cd0adcab10",
"name": "Image processing"
}
],
"connections": {
"Telegram Trigger": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Telegram3",
"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
}
]
]
},
"Document processing": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Image processing": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "27290178-0f57-4290-9e03-8db485e4e22a",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "aXhyIQsmRtpgt1Nh",
"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.
openAiApitelegramApi
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About this workflow
Invoice Generator. Uses telegramTrigger, agent, lmChatOpenAi, memoryBufferWindow. Event-driven trigger; 7 nodes.
Source: https://github.com/Zie619/n8n-workflows — original creator credit. Request a take-down →
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