Chatbot de soporte de IA para Telegram (entrada multimodal)
Avanzado
Este es unSupport Chatbot, AI RAGflujo de automatización del dominio deautomatización que contiene 51 nodos.Utiliza principalmente nodos como If, Set, Code, Switch, Telegram. Usar GPT-4 y Supabase RAG para crear un bot de soporte multimodal para Telegram
Requisitos previos
- •Bot Token de Telegram
- •Credenciales de API de Google Drive
- •Pueden requerirse credenciales de autenticación para la API de destino
- •Clave de API de OpenAI
- •Información de conexión de la base de datos PostgreSQL
- •URL y Clave de API de Supabase
Nodos utilizados (51)
Categoría
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
"id": "pE6f3n6i6GUmSTgE",
"meta": {
"instanceId": "9f0f18185ff67394d162d12e4c08dd0fcafc744c1f810dda24cdefd72c8a1df1",
"templateCredsSetupCompleted": true
},
"name": "Telegram AI Support Chatbot with Multi-Modal Inputs",
"tags": [
{
"id": "Hsf1ZjQwJBHNaX1m",
"name": "telegram",
"createdAt": "2025-06-30T13:02:48.515Z",
"updatedAt": "2025-06-30T13:02:48.515Z"
},
{
"id": "b0xPsiva0fSoITZd",
"name": "Ai agent",
"createdAt": "2025-06-30T13:02:48.451Z",
"updatedAt": "2025-06-30T13:02:48.451Z"
},
{
"id": "fvM6EUbE34rR2wmT",
"name": "customer support",
"createdAt": "2025-06-30T13:02:48.420Z",
"updatedAt": "2025-06-30T13:02:48.420Z"
},
{
"id": "w2QpLU5syMOj79qo",
"name": "chatbot",
"createdAt": "2025-06-30T13:02:48.473Z",
"updatedAt": "2025-06-30T13:02:48.473Z"
}
],
"nodes": [
{
"id": "2bcc338a-d519-42dd-bffd-9b5854b3a456",
"name": "Telegram Trigger",
"type": "n8n-nodes-base.telegramTrigger",
"position": [
860,
489.5
],
"webhookId": "5dfaa8fa-e242-4581-9ba4-a8dd27fdb5cd",
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "ebc22166-b749-42c7-9d91-9fef170c6b65",
"name": "Telegram",
"type": "n8n-nodes-base.telegram",
"position": [
3896,
1156.5
],
"webhookId": "3f88dafc-b70c-4241-9960-d02d8e5c76d4",
"parameters": {
"text": "={{ $json.output }}",
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "343b5290-d805-4136-a609-b12025df5339",
"name": "Descargar Audio",
"type": "n8n-nodes-base.telegram",
"position": [
2840,
500
],
"webhookId": "d3e9d36d-6402-45d6-9f56-5886e616f9fa",
"parameters": {
"fileId": "={{ $json.message.voice.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "8d5bd08c-5b59-4bff-97b1-ffca75262d1b",
"name": "Traducir a Texto",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
3060,
500
],
"parameters": {
"options": {},
"resource": "audio",
"operation": "translate"
},
"credentials": {
"openAiApi": {
"id": "SFP1ZJopx1UD494m",
"name": "n8n free OpenAI API credits"
}
},
"typeVersion": 1.8
},
{
"id": "3def7806-cf50-4fc8-a2c6-ea966cd0bd4e",
"name": "Descargar PDF",
"type": "n8n-nodes-base.telegram",
"position": [
2620,
1050
],
"webhookId": "c9a95ea8-9864-4bfe-9bc4-36ad917741ec",
"parameters": {
"fileId": "={{ $json.message.document.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "29624835-cc63-489f-8913-ece65ecf46f2",
"name": "Descargar Imagen",
"type": "n8n-nodes-base.telegram",
"position": [
2180,
1250
],
"webhookId": "38d23405-f59b-4dbc-a69e-b1101e198908",
"parameters": {
"fileId": "={{ $json.message.document.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "11755226-785d-4719-9d75-d82518ed615b",
"name": "Corregir mimeType",
"type": "n8n-nodes-base.code",
"position": [
2400,
1250
],
"parameters": {
"jsCode": "for (const item of items) {\n if (item.binary && item.binary['data']) {\n const fileName = item.binary['data'].fileName || '';\n const lowerName = fileName.toLowerCase();\n\n if (lowerName.endsWith('.png')) {\n item.binary['data'].mimeType = 'image/png';\n } else if (lowerName.endsWith('.jpg') || lowerName.endsWith('.jpeg')) {\n item.binary['data'].mimeType = 'image/jpeg';\n } else if (lowerName.endsWith('.webp')) {\n item.binary['data'].mimeType = 'image/webp';\n }\n }\n}\nreturn items;\n\n\n\n\n"
},
"typeVersion": 2
},
{
"id": "2d7fe3f6-d152-4b6d-8184-96f1073c73c6",
"name": "Descargar Foto",
"type": "n8n-nodes-base.telegram",
"position": [
2180,
700
],
"webhookId": "b4a21f4c-e6a6-4c83-9e8e-af73cb7cc96a",
"parameters": {
"fileId": "={{ $json.message.photo[0].file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "802f819c-9d11-4720-a63f-0d3bada509bf",
"name": "Corregir mimeType1",
"type": "n8n-nodes-base.code",
"position": [
2400,
700
],
"parameters": {
"jsCode": "for (const item of items) {\n if (item.binary && item.binary['data']) {\n const fileName = item.binary['data'].fileName || '';\n const lowerName = fileName.toLowerCase();\n\n if (lowerName.endsWith('.png')) {\n item.binary['data'].mimeType = 'image/png';\n } else if (lowerName.endsWith('.jpg') || lowerName.endsWith('.jpeg')) {\n item.binary['data'].mimeType = 'image/jpeg';\n } else if (lowerName.endsWith('.webp')) {\n item.binary['data'].mimeType = 'image/webp';\n } else if (lowerName.endsWith('.gif')) {\n item.binary['data'].mimeType = 'image/gif';\n }\n }\n}\nreturn items;\n\n\n\n/** This is for jpeg. Delete later\nfor (const item of items) {\n if (item.binary && item.binary['data']) {\n item.binary['data'].mimeType = 'image/jpeg';\n }\n}\nreturn items;\n**/\n\n"
},
"typeVersion": 2
},
{
"id": "e245a098-08ba-4cf1-a3aa-3134070016ae",
"name": "Foto a texto",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
2620,
700
],
"parameters": {
"text": "Describe the contents of this photo/image",
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "GPT-4O-MINI"
},
"options": {},
"resource": "image",
"inputType": "base64",
"operation": "analyze"
},
"credentials": {
"openAiApi": {
"id": "SFP1ZJopx1UD494m",
"name": "n8n free OpenAI API credits"
}
},
"typeVersion": 1.8
},
{
"id": "74df7c06-f07f-4504-a246-33665d355d70",
"name": "If",
"type": "n8n-nodes-base.if",
"position": [
1520,
1350
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "95deb83e-1d69-46b6-92e3-59e667d698fe",
"operator": {
"type": "boolean",
"operation": "true",
"singleValue": true
},
"leftValue": "={{ $json.is_supported }}",
"rightValue": ""
},
{
"id": "5d9924b8-b8e7-4640-9675-8123e1562fa8",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.reason }}",
"rightValue": "supported_file_type"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "531826bd-e8ab-4e56-9f56-4e0dd8847c2f",
"name": "Descargar Hoja de Cálculo",
"type": "n8n-nodes-base.telegram",
"position": [
2620,
1650
],
"webhookId": "fa2ada79-935b-4ea4-9a0c-a452d13c7a0c",
"parameters": {
"fileId": "={{ $json.message.document.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "6ffa7f95-c506-40ff-a320-f2b8b35db632",
"name": "Extraer de PDF",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2840,
1050
],
"parameters": {
"options": {},
"operation": "pdf"
},
"typeVersion": 1
},
{
"id": "795a57de-78c6-44e8-a89b-a45c354988c9",
"name": "Extraer de Hoja de Cálculo",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2840,
1650
],
"parameters": {
"options": {},
"operation": "xlsx"
},
"typeVersion": 1
},
{
"id": "f567e9a4-e043-4431-b574-b217b4fa2656",
"name": "Escribiendo…",
"type": "n8n-nodes-base.telegram",
"position": [
1080,
379
],
"webhookId": "412793ca-7cad-4a84-acea-98debbbfa2ac",
"parameters": {
"chatId": "={{ $json.message.chat.id }}",
"operation": "sendChatAction"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "67edb91b-880e-4542-88e7-fc7bde727a75",
"name": "Tipos de Archivos Documentales Soportados",
"type": "n8n-nodes-base.code",
"position": [
1300,
1350
],
"parameters": {
"jsCode": "const supportedExtensions = ['.jpg', '.jpeg', '.png', '.webp', '.pdf', '.doc', '.docx', '.xls', '.xlsx', '.json', '.xml'];\n\nreturn $input.all().map(item => {\n // Try to extract file name from binary first, else fall back to message.document\n const fileName = item.binary?.data?.fileName || item.json?.message?.document?.file_name || '';\n const lowerName = fileName.toLowerCase();\n\n const isSupported = supportedExtensions.some(ext => lowerName.endsWith(ext));\n\n if (!isSupported) {\n return {\n json: {\n is_supported: false,\n reason: \"unsupported_file_type\",\n message: '❌ The uploaded file type is not supported. Please submit one of the following formats: .jpg, jpeg, .png, .webp, .pdf, .doc, .docx, .xls, .xlsx, .json, .xml',\n fileName: fileName || 'Unknown file'\n }\n };\n }\n\n // File is supported – pass it forward untouched\n return {\n ...item,\n json: {\n ...(item.json || {}),\n is_supported: true,\n reason: \"supported_file_type\"\n }\n };\n});\n"
},
"typeVersion": 2
},
{
"id": "5c13b643-22c6-49cb-9055-54826f49fd13",
"name": "Agrupar Documentos Similares",
"type": "n8n-nodes-base.code",
"position": [
1740,
1550
],
"parameters": {
"jsCode": "const results = [];\nfor (const item of $input.all()) {\nconst fileName = item.json?.fileName || item.json?.message?.document?.file_name || '';\nconst ext = fileName.toLowerCase().split('.').pop();\n\nlet type = 'unknown';\nif (['jpg', 'jpeg', 'png', 'webp'].includes(ext)) {\ntype = 'image';\n} else if (['pdf'].includes(ext)) {\ntype = 'pdf';\n} else if (['doc', 'docx'].includes(ext)) {\ntype = 'word document';\n} else if (['xls', 'xlsx'].includes(ext)) {\ntype = 'spreadsheet';\n} else if (['json'].includes(ext)) {\ntype = 'json';\n} else if (['xml'].includes(ext)) {\ntype = 'xml file'\n}\nitem.json.fileTypeCategory = type;\nresults.push(item);\n}\nreturn results;\n"
},
"typeVersion": 2
},
{
"id": "1923a439-9f1c-4df1-9360-a41250e61931",
"name": "Enrutador de Mensajes de Entrada",
"type": "n8n-nodes-base.switch",
"position": [
1080,
579
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "Text",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "fcb767ee-565e-4b56-a54e-6f97f739fc24",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.text }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "Audio",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "c1016c40-f8f2-4e08-8ec8-5cdb88f5c87a",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.voice }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "Photo",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "4f28ab72-33ae-45fa-b3ba-51cefe600434",
"operator": {
"type": "array",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.photo }}",
"rightValue": ""
}
]
},
"renameOutput": true
},
{
"outputKey": "Document",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "47b17a80-c23f-4b7c-9761-f045715334f4",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.message.document }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "510a0800-4323-4372-9f8a-3b3c26d8a455",
"name": "Enrutador de Documentos",
"type": "n8n-nodes-base.switch",
"position": [
1960,
1487
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "Image",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "b688a3fb-8070-4506-9c9d-526d74c2605b",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.fileTypeCategory }}",
"rightValue": "image"
}
]
},
"renameOutput": true
},
{
"outputKey": "PDF",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "157a49a2-d5fb-425d-bb23-6ac16bdc45a2",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.fileTypeCategory }}",
"rightValue": "pdf"
}
]
},
"renameOutput": true
},
{
"outputKey": "Word Document",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "41b0d6a4-89a7-4e3b-9e4a-00689def90aa",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.fileTypeCategory }}",
"rightValue": "word document"
}
]
},
"renameOutput": true
},
{
"outputKey": "Spreadsheet",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "478f9497-7fc8-46e9-b834-22c78bbc7b05",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.fileTypeCategory }}",
"rightValue": "spreadsheet"
}
]
},
"renameOutput": true
},
{
"outputKey": "JSON",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "d90c32c0-9d28-40d1-b11c-4fa9a14b7df5",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.fileTypeCategory }}",
"rightValue": "json"
}
]
},
"renameOutput": true
},
{
"outputKey": "XML File",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "4d4f7af7-ca8f-4a22-9af1-b3c93f51958f",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.fileTypeCategory }}",
"rightValue": "xml file"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "8c04ffbb-9a63-4089-8877-c0c668eeabcc",
"name": "Descargar JSON",
"type": "n8n-nodes-base.telegram",
"position": [
2620,
1850
],
"webhookId": "a364075a-9edc-4624-b867-15710db87e8d",
"parameters": {
"fileId": "={{ $json.message.document.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "06a353d1-1ead-4973-aeff-4991ae2ca29f",
"name": "Extraer de JSON",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2840,
1850
],
"parameters": {
"options": {},
"operation": "fromJson"
},
"typeVersion": 1
},
{
"id": "376ab859-3a6a-4f2d-80da-f0ab8c5149f6",
"name": "Descargar XML",
"type": "n8n-nodes-base.telegram",
"position": [
2620,
2050
],
"webhookId": "db40435f-f201-4156-aa2d-9c5285dabbe4",
"parameters": {
"fileId": "={{ $json.message.document.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "a4c890b7-d858-42aa-9e60-746ce6b6d17b",
"name": "Extraer de XML",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2840,
2050
],
"parameters": {
"options": {},
"operation": "xml"
},
"typeVersion": 1
},
{
"id": "d91df63b-926b-43f5-9846-14cdde235b8d",
"name": "Descargar Documento Word",
"type": "n8n-nodes-base.telegram",
"position": [
2180,
1450
],
"webhookId": "559f8f6c-743e-415a-bdbf-45360dd5f115",
"parameters": {
"fileId": "={{ $json.message.document.file_id }}",
"resource": "file"
},
"credentials": {
"telegramApi": {
"id": "WCLbjm37GUpYDc78",
"name": "Telegram account"
}
},
"typeVersion": 1.2
},
{
"id": "8a4fecf9-c50e-44ce-a4ce-c60713805f71",
"name": "Archivo a Base64",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2400,
1450
],
"parameters": {
"options": {},
"operation": "binaryToPropery"
},
"typeVersion": 1
},
{
"id": "b40a6b1f-0a8e-4788-ae3a-17138cf5918e",
"name": "Convertir a texto (convertapi.com)",
"type": "n8n-nodes-base.httpRequest",
"position": [
2620,
1450
],
"parameters": {
"url": "https://v2.convertapi.com/convert/docx/to/txt",
"method": "POST",
"options": {},
"jsonBody": "={\n \"Parameters\": [\n {\n \"Name\": \"File\",\n \"FileValue\": {\n \"Name\": \"{{ $('Download Word Document').item.binary.data.fileName }}\",\n \"Data\": \"{{ $json.data }}\"\n }\n },\n {\n \"Name\": \"StoreFile\",\n \"Value\": true\n }\n ]\n}",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer YOUR_API_KEY_HERE"
},
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "59fad9e4-dbfc-4f6b-bfad-156b821e78dd",
"name": "Descargar Texto",
"type": "n8n-nodes-base.httpRequest",
"position": [
2840,
1450
],
"parameters": {
"url": "={{ $json.Files[0].Url }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "914ab0ed-f102-4fa3-9db3-cf097b92c0ec",
"name": "Foto a texto1",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
2620,
1250
],
"parameters": {
"text": "Describe the content of this image.",
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "GPT-4O-MINI"
},
"options": {
"detail": "auto"
},
"resource": "image",
"inputType": "base64",
"operation": "analyze"
},
"credentials": {
"openAiApi": {
"id": "SFP1ZJopx1UD494m",
"name": "n8n free OpenAI API credits"
}
},
"typeVersion": 1.8
},
{
"id": "9f4e250c-fb80-4b96-a9c6-d4fd47382985",
"name": "Nota Adhesiva4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-40,
1280
],
"parameters": {
"color": 4,
"width": 620,
"height": 260,
"content": "\n\n## Requirement/Credentials\n1. Google drive API Key\n2. Telegram Bot Token. [Guide](https://docs.n8n.io/integrations/builtin/credentials/telegram/?utm_source=n8n_app&utm_medium=credential_settings&utm_campaign=create_new_credentials_modal)\n3. OpenAI API Key.\n4. Supabase API Key + Environment.\n5. ConvertAPI Key.\n6. Cohere API Key\n6. Postgres API Key. Or you can use n8n default simple memory node."
},
"typeVersion": 1
},
{
"id": "f38669dd-5f21-4bb6-9f4d-1768e629eb0e",
"name": "Nota Adhesiva5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-40,
440
],
"parameters": {
"width": 620,
"height": 800,
"content": "## ⚙️ How It Works \n### 🔁 Message Routing\n1. **Telegram Trigger** captures the user message (Text, Image, Voice, Document)\n2. **Message Router** routes input by type using a Switch node\n3. Each type is handled separately:\n - **Voice** → Translate recording to text (.ogg, .mp3)\n - **Image** → Analyze image to text.\n - **Text** → Sent directly to AI Agent (.txt).\n - **Document** → Parsed (e.g. .docx to .txt) accordingly.\n\n #### 📎 Document Type Routing\n Before routing documents by type, the **Supported Document File Types** node first checks if the file extension is allowed. If not supported, it exits early with an error message — preventing unnecessary processing.\nSupported documents are then routed using the **Document Router** node, and converted to text for further processing.\n\n #### Supported Document File Types\n **.jpg** **.jpeg** **.png** **.webp** **.pdf** **.doc** **.docx** **.xls** **.xlsx** **.json** **.xml**.\n\n4. The text content is combined with stored memory and embedded knowledge using a **RAG** approach, enabling the AI to respond based on real uploaded data.\n ### 🧠 RAG via Supabase\n Uploaded documents are vectorized using OpenAI Embeddings. Embeddings are stored in Supabase with metadata. On new questions, the chatbot:\n - Extracts question intent\n - Queries Supabase for semantically similar chunks\n - Injects them into the prompt for OpenAI. \n - OpenAI generates a grounded response based on actual document content.\n\n5. Response is sent to the Telegram user with content awareness."
},
"typeVersion": 1
},
{
"id": "ca3a50ef-8148-4bb7-810c-a14422791866",
"name": "Al hacer clic en 'Ejecutar flujo'",
"type": "n8n-nodes-base.manualTrigger",
"position": [
860,
-160
],
"parameters": {},
"typeVersion": 1
},
{
"id": "5f8a25d8-a8bb-4b01-a7b0-7ad7d58ab0c9",
"name": "Descargar archivo",
"type": "n8n-nodes-base.googleDrive",
"position": [
1080,
-160
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "list",
"value": "19mt-vKtgLTvoqhR8TgbN9eSyGIkrrBjqjWfj8EDlZpU",
"cachedResultUrl": "https://docs.google.com/document/d/19mt-vKtgLTvoqhR8TgbN9eSyGIkrrBjqjWfj8EDlZpU/edit?usp=drivesdk",
"cachedResultName": "Conor's Cleaning - Knowledge Base Document"
},
"options": {},
"operation": "download"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "FVIK3OQQWPOoLCQq",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "3020c220-4e42-4c80-8bc8-7b93bc9a56e6",
"name": "Cargador de Datos Predeterminado1",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
1420,
62.5
],
"parameters": {
"options": {},
"dataType": "binary",
"textSplittingMode": "custom"
},
"typeVersion": 1.1
},
{
"id": "cc3f97fa-842d-45ae-ac51-6def07bfed1e",
"name": "Divisor de Texto Recursivo por Caracteres1",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
1508,
260
],
"parameters": {
"options": {}
},
"typeVersion": 1
},
{
"id": "c448b82d-7145-4d46-a0e6-f2a01234331f",
"name": "OpenAI Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
3280,
1376.5
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "SFP1ZJopx1UD494m",
"name": "n8n free OpenAI API credits"
}
},
"typeVersion": 1.2
},
{
"id": "5c1f5765-6d8e-429d-80d6-c9b3b15d4525",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
1300,
60
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "SFP1ZJopx1UD494m",
"name": "n8n free OpenAI API credits"
}
},
"typeVersion": 1.2
},
{
"id": "0e500c88-38e1-4388-b0ef-116f95cf609c",
"name": "Embeddings OpenAI1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
3548,
1576.5
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "SFP1ZJopx1UD494m",
"name": "n8n free OpenAI API credits"
}
},
"typeVersion": 1.2
},
{
"id": "3ecaba71-3c29-42dd-8440-cd5c574241b9",
"name": "Memoria de Chat Postgres",
"type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
"position": [
3400,
1376.5
],
"parameters": {
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"sessionIdType": "customKey",
"contextWindowLength": 3
},
"credentials": {
"postgres": {
"id": "1uobuv6Ly2ne6tEo",
"name": "Postgres account"
}
},
"typeVersion": 1.3
},
{
"id": "086a122b-ffa3-43d5-9551-a8a9888c4bba",
"name": "Nota Adhesiva1",
"type": "n8n-nodes-base.stickyNote",
"position": [
300,
-140
],
"parameters": {
"color": 3,
"width": 340,
"height": 220,
"content": "## ⚙️ Before using the Telegram chatbot:\nManually run this workflow to import your **Knowledge base** from Google drive into **Supabase** with vector embeddings.\nThis enables the Telegram chatbot to answer your questions based on real content."
},
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},
{
"id": "4d151254-2466-4c9b-9099-16f78cdf939f",
"name": "Reclasificador Cohere",
"type": "@n8n/n8n-nodes-langchain.rerankerCohere",
"position": [
3668,
1576.5
],
"parameters": {},
"credentials": {
"cohereApi": {
"id": "I0Z04D8unX86r60W",
"name": "CohereApi account"
}
},
"typeVersion": 1
},
{
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"name": "Extraer Texto",
"type": "n8n-nodes-base.set",
"position": [
3060,
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],
"parameters": {
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"assignments": {
"assignments": [
{
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"type": "string",
"value": "={{ $json.message.text }}"
}
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}
},
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},
{
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"name": "Extraer Texto y Contenido",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
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"assignments": [
{
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"name": "text",
"type": "string",
"value": "=Photo content: {{ $json.content }}\n\nPhoto caption: {{ $('Telegram Trigger').item.json.message.caption }}"
}
]
}
},
"typeVersion": 3.4
},
{
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"name": "Extraer Mensaje de Error",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
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},
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},
{
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"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
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{
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},
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{
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"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
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{
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"type": "string",
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}
]
}
},
"typeVersion": 3.4
},
{
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"name": "Extraer Texto3",
"type": "n8n-nodes-base.set",
"position": [
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],
"parameters": {
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"assignments": {
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{
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"type": "string",
"value": "={{ $json }}"
}
]
}
},
"typeVersion": 3.4
},
{
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"name": "Extraer Texto4",
"type": "n8n-nodes-base.set",
"position": [
3060,
1050
],
"parameters": {
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"assignments": {
"assignments": [
{
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"type": "string",
"value": "={{ $json.text }}"
}
]
}
},
"typeVersion": 3.4
},
{
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"name": "Extraer Texto5",
"type": "n8n-nodes-base.set",
"position": [
3060,
1450
],
"parameters": {
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"assignments": {
"assignments": [
{
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"type": "string",
"value": "={{ $json.data }}"
}
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}
},
"typeVersion": 3.4
},
{
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"name": "Añadir a Supabase Vector DB",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
1316,
-160
],
"parameters": {
"mode": "insert",
"options": {},
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
}
},
"credentials": {
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"name": "Supabase account"
}
},
"typeVersion": 1.3
},
{
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"name": "Agente de IA de Base de Conocimiento",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
3312,
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],
"parameters": {
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"options": {
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},
"promptType": "define"
},
"typeVersion": 2
},
{
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"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"position": [
3520,
1379
],
"parameters": {
"mode": "retrieve-as-tool",
"topK": 10,
"options": {},
"tableName": {
"__rl": true,
"mode": "list",
"value": "documents",
"cachedResultName": "documents"
},
"useReranker": true,
"toolDescription": "Retrieve information about Conor’s Cleaning from the Supabase vector store."
},
"credentials": {
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"id": "3RkTGbP6tJA6ruj6",
"name": "Supabase account"
}
},
"typeVersion": 1.3
}
],
"active": false,
"pinData": {},
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}Preguntas frecuentes
¿Cómo usar este flujo de trabajo?
Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.
¿En qué escenarios es adecuado este flujo de trabajo?
Avanzado - Chatbot de soporte, RAG de IA
¿Es de pago?
Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.
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Nivel de dificultad
Avanzado
Número de nodos51
Categoría2
Tipos de nodos20
Descripción de la dificultad
Autor
Ezema Kingsley Chibuzo
@kingsleyAutomation developer and AI workflow specialist with experience building end-to-end systems using n8n, OpenAI, Supabase, and other modern tools. I help businesses save time and scale operations through smart automation, AI agents, and no-code integrations.
Enlaces externos
Ver en n8n.io →
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