Chatbot de WhatsApp impulsado por IA que soporta texto, voz, imagen y PDF (RAG)
Avanzado
Este es unEngineering, Building Blocks, AIflujo de automatización del dominio deautomatización que contiene 35 nodos.Utiliza principalmente nodos como Set, Code, Switch, WhatsApp, GoogleDocs, combinando tecnología de inteligencia artificial para lograr automatización inteligente. Chatbot de WhatsApp impulsado por AI, soportando texto, voz, imagen y PDF (RAG)
Requisitos previos
- •Pueden requerirse credenciales de autenticación para la API de destino
- •Clave de API de OpenAI
- •Cadena de conexión de MongoDB
Nodos utilizados (35)
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
{
"meta": {
"instanceId": "074f90e2bb5206c5f405a8aac6551497c72005283a5405fb08207b1b3a78c2b8",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"name": "Agente de Base de Conocimiento",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
3720,
400
],
"parameters": {
"text": "={{ $json.text }}",
"options": {
"systemMessage": ""
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "c36731ce-5086-4a2f-8c3a-63be150fb8ae",
"name": "Modelo de Chat OpenAI",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
3720,
580
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "cJRah9hGPQ7eX4jd",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "53c2496a-0737-452c-b49c-ca0afa9c0073",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
4060,
740
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "cJRah9hGPQ7eX4jd",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "54697b14-28a0-4572-b17e-328a7b52cc90",
"name": "Al hacer clic en \"Ejecutar Flujo de Trabajo\"",
"type": "n8n-nodes-base.manualTrigger",
"position": [
1380,
-560
],
"parameters": {},
"typeVersion": 1
},
{
"id": "a79b9b58-0211-4570-af84-64db8bef9de3",
"name": "Memoria Simple",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
3820,
580
],
"parameters": {
"sessionKey": "=memory_{{ $('WhatsApp Trigger').item.json.contacts[0].wa_id }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "fda97aec-70be-4611-94a3-7816e384c76b",
"name": "Búsqueda Vectorial MongoDB",
"type": "@n8n/n8n-nodes-langchain.vectorStoreMongoDBAtlas",
"position": [
3940,
580
],
"parameters": {
"mode": "retrieve-as-tool",
"options": {},
"toolName": "productDocs",
"mongoCollection": {
"__rl": true,
"mode": "list",
"value": "n8n-template",
"cachedResultName": "n8n-template"
},
"toolDescription": "retreive documentation",
"vectorIndexName": "data_index"
},
"credentials": {
"mongoDb": {
"id": "7riubYENUDZsmjyK",
"name": "MongoDB account 2"
}
},
"typeVersion": 1.1
},
{
"id": "8cf54cb6-7247-4036-b1e4-9a28650d700a",
"name": "Cargador de Secciones de Documento",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
1920,
-400
],
"parameters": {
"options": {
"metadata": {
"metadataValues": [
{
"name": "doc_id",
"value": "={{ $json.documentId }}"
}
]
}
},
"jsonData": "={{ $json.content }}",
"jsonMode": "expressionData"
},
"typeVersion": 1
},
{
"id": "4e93e3c3-1847-483a-b6a7-67ff2cff294f",
"name": "Fragmentador de Documentos",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
1920,
-260
],
"parameters": {
"options": {
"splitCode": "markdown"
},
"chunkSize": 3000,
"chunkOverlap": 200
},
"typeVersion": 1
},
{
"id": "4f616bfc-4ec7-4c88-8a63-cb2c47655680",
"name": "Insertor de Almacén Vectorial MongoDB",
"type": "@n8n/n8n-nodes-langchain.vectorStoreMongoDBAtlas",
"position": [
1820,
-560
],
"parameters": {
"mode": "insert",
"options": {},
"mongoCollection": {
"__rl": true,
"mode": "list",
"value": "n8n-template",
"cachedResultName": "n8n-template"
},
"vectorIndexName": "data_index"
},
"credentials": {
"mongoDb": {
"id": "7riubYENUDZsmjyK",
"name": "MongoDB account 2"
}
},
"typeVersion": 1.1
},
{
"id": "cc9a0766-69a4-4745-97f5-4c4c5e156c91",
"name": "Generador de Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
1820,
-400
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "cJRah9hGPQ7eX4jd",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "a9368d23-e35f-4986-8060-30a05f3f9c05",
"name": "Importador de Documentos Google",
"type": "n8n-nodes-base.googleDocs",
"position": [
1600,
-560
],
"parameters": {
"operation": "get",
"documentURL": "https://docs.google.com/document/d/1gvgp71e9edob8WLqFIYCdzC7kUq3pLO37VKb-a-vVW4/edit?tab=t.0"
},
"credentials": {
"googleDocsOAuth2Api": {
"id": "FNXMwqMf7vl1WUFj",
"name": "Google Docs account"
}
},
"typeVersion": 2
},
{
"id": "1fb0f8a3-9113-4185-a935-0fc327f70881",
"name": "Nota Adhesiva",
"type": "n8n-nodes-base.stickyNote",
"position": [
1000,
-580
],
"parameters": {
"color": 5,
"content": "Run this workflow manually to import and index Google Docs product documentation into MongoDB with vector embeddings for fast search."
},
"typeVersion": 1
},
{
"id": "62e13275-6f92-4799-9cbe-e0064ceb5140",
"name": "Nota Adhesiva1",
"type": "n8n-nodes-base.stickyNote",
"position": [
1000,
360
],
"parameters": {
"color": 4,
"height": 280,
"content": "This workflow listens for WhatsApp messages (text, audio, image, documents), converts them into embeddings, searches MongoDB, and uses GPT-4o-mini to provide context-aware answers with conversation memory."
},
"typeVersion": 1
},
{
"id": "d21fc408-f66d-4b07-972a-811aa420b4ce",
"name": "Nota Adhesiva2",
"type": "n8n-nodes-base.stickyNote",
"position": [
2220,
-580
],
"parameters": {
"height": 540,
"content": "Search Index Example \n\n{\n \"mappings\": {\n \"dynamic\": false,\n \"fields\": {\n \"_id\": {\n \"type\": \"string\"\n },\n \"text\": {\n \"type\": \"string\"\n },\n \"embedding\": {\n \"type\": \"knnVector\",\n \"dimensions\": 1536,\n \"similarity\": \"cosine\"\n },\n \"source\": {\n \"type\": \"string\"\n },\n \"doc_id\": {\n \"type\": \"string\"\n }\n }\n }\n}\n"
},
"typeVersion": 1
},
{
"id": "ddc0fdb7-bacc-4f41-87bf-48bb714a404d",
"name": "Disparador WhatsApp",
"type": "n8n-nodes-base.whatsAppTrigger",
"position": [
1380,
400
],
"webhookId": "ab09ca3e-53b2-4079-9ddc-bccb2f69551b",
"parameters": {
"options": {},
"updates": [
"messages"
]
},
"credentials": {
"whatsAppTriggerApi": {
"id": "eb1MSQfEla9dGghs",
"name": "WhatsApp OAuth account"
}
},
"typeVersion": 1
},
{
"id": "8842d0c7-082e-4b4e-b350-a8bb8f47c390",
"name": "OpenAI",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
2460,
160
],
"parameters": {
"options": {},
"resource": "audio",
"operation": "translate"
},
"credentials": {
"openAiApi": {
"id": "cJRah9hGPQ7eX4jd",
"name": "OpenAi account"
}
},
"typeVersion": 1.8
},
{
"id": "a342dc14-0ffe-41ba-a3e9-853fe043f4fb",
"name": "OpenAI1",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
2460,
400
],
"parameters": {
"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": "cJRah9hGPQ7eX4jd",
"name": "OpenAi account"
}
},
"typeVersion": 1.8
},
{
"id": "b1220587-fadf-4b5b-944e-b6e60b64c141",
"name": "Extraer de PDF",
"type": "n8n-nodes-base.extractFromFile",
"position": [
3060,
860
],
"parameters": {
"options": {},
"operation": "pdf"
},
"typeVersion": 1
},
{
"id": "b02474a0-be6a-4591-a10c-abc2f597a3e6",
"name": "Extraer de XLS",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2960,
1060
],
"parameters": {
"options": {},
"operation": "xls"
},
"typeVersion": 1
},
{
"id": "1012f8a7-9fcb-4d80-ad5f-bfaa31eddf7d",
"name": "Extraer de XLSX",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2960,
1220
],
"parameters": {
"options": {},
"operation": "xlsx",
"binaryPropertyName": "=data"
},
"typeVersion": 1
},
{
"id": "8891a2eb-16d6-471a-803e-df1789a336f3",
"name": "Mapear JSON",
"type": "n8n-nodes-base.set",
"position": [
3200,
980
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "72ae0d20-616a-4a65-9b14-53bf53656091",
"name": "data",
"type": "string",
"value": "={{ $json }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "a0920bc7-71bd-4803-bbce-4cef14cac5ee",
"name": "Mapear extensiones de archivo",
"type": "n8n-nodes-base.code",
"position": [
2420,
740
],
"parameters": {
"jsCode": "let requests = $(\"Download Document\").all()\n\nrequests.forEach((request) => {\n let mime_type = request.json.mime_type\n\n if (\n mime_type === \"text/calendar\" || \n mime_type === \"application/ics\" || \n mime_type === \"text/x-calendar\"\n ) {\n request.json.mime_type = \"mapped/calendar\"\n }\n\n if (\n mime_type === \"application/xml\" || \n mime_type === \"text/xml\") {\n request.json.mime_type = \"mapped/xml\"\n }\n\n if (!mime_type) {\n request.json.mime_type = $('Gets WhatsApp Document Source URL').first().json.mime_type\n }\n})\n\nreturn requests;"
},
"typeVersion": 2
},
{
"id": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"name": "Mapear prompt de documento",
"type": "n8n-nodes-base.set",
"position": [
3440,
800
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "da68bcca-a2a6-4676-8649-6fb1b664e44c",
"name": "text",
"type": "string",
"value": "=Parsed text: {{ $json.text || $json.data || $json }}\n\nCaption text: {{ $('Route Types').item.json.messages[0].document.caption }}\n\nMimeType: {{ $('Gets WhatsApp Document Source URL').item.json.mime_type }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "90821e49-c98d-4617-8289-1be6d3aeb087",
"name": "Mapear prompt de imagen",
"type": "n8n-nodes-base.set",
"position": [
2680,
400
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "48af2dcc-4ce9-45fc-abfc-54f803930092",
"name": "text",
"type": "string",
"value": "=User image description: {{ $json.content }}\n\nUser image caption: {{ $('Route Types').item.json.messages[0].image.caption }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "cf603f5c-0a6e-4cdd-846b-738ed417daa2",
"name": "Mapear prompt de texto",
"type": "n8n-nodes-base.set",
"position": [
2020,
-40
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "38aec976-a32c-4b0e-85f4-c90adc16abc9",
"name": "text",
"type": "string",
"value": "={{ $json.messages[0].text.body }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "7727e89d-cf21-4440-ab7f-85594eb1ec44",
"name": "Obtener URL de Origen de Correo de Voz WhatsApp",
"type": "n8n-nodes-base.whatsApp",
"position": [
2020,
160
],
"webhookId": "bbe62f3d-8788-49d4-aae6-9e9411446d44",
"parameters": {
"resource": "media",
"operation": "mediaUrlGet",
"mediaGetId": "={{ $json.messages[0].audio.id}}"
},
"credentials": {
"whatsAppApi": {
"id": "HuYOJ00weACKEFR6",
"name": "WhatsApp account"
}
},
"typeVersion": 1
},
{
"id": "08b938a1-d32e-4aa1-958f-bdabd3dfec13",
"name": "Obtener URL de Origen de Imagen WhatsApp",
"type": "n8n-nodes-base.whatsApp",
"position": [
2020,
400
],
"webhookId": "c2982df4-1d8d-4669-a724-44ae17d11e6c",
"parameters": {
"resource": "media",
"operation": "mediaUrlGet",
"mediaGetId": "={{ $json.messages[0].image.id }}"
},
"credentials": {
"whatsAppApi": {
"id": "HuYOJ00weACKEFR6",
"name": "WhatsApp account"
}
},
"typeVersion": 1
},
{
"id": "d934ce80-cdb0-476d-8896-b8c226086933",
"name": "Obtener URL de Origen de Documento WhatsApp",
"type": "n8n-nodes-base.whatsApp",
"position": [
2020,
740
],
"webhookId": "c2982df4-1d8d-4669-a724-44ae17d11e6c",
"parameters": {
"resource": "media",
"operation": "mediaUrlGet",
"mediaGetId": "={{ $json.messages[0].document.id }}"
},
"credentials": {
"whatsAppApi": {
"id": "HuYOJ00weACKEFR6",
"name": "WhatsApp account"
}
},
"typeVersion": 1
},
{
"id": "aad1b221-0985-43e7-bc0b-312436171abe",
"name": "Descargar Correo de Voz",
"type": "n8n-nodes-base.httpRequest",
"position": [
2240,
160
],
"parameters": {
"url": "={{ $json.url }}",
"options": {},
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth"
},
"credentials": {
"httpHeaderAuth": {
"id": "VZo8qdSLzpZ3qRlq",
"name": "Header Auth account"
}
},
"typeVersion": 4.2
},
{
"id": "dfd08bec-9d30-4125-b167-7feaeefd7afa",
"name": "Descargar Imagen",
"type": "n8n-nodes-base.httpRequest",
"position": [
2240,
400
],
"parameters": {
"url": "={{ $json.url }}",
"options": {},
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth"
},
"credentials": {
"httpHeaderAuth": {
"id": "VZo8qdSLzpZ3qRlq",
"name": "Header Auth account"
}
},
"typeVersion": 4.2
},
{
"id": "ba3d221f-ce5c-4105-82cf-fbd11c2c0e2f",
"name": "Descargar Documento",
"type": "n8n-nodes-base.httpRequest",
"position": [
2240,
740
],
"parameters": {
"url": "={{ $json.url }}",
"options": {
"response": {
"response": {}
}
},
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth"
},
"credentials": {
"httpHeaderAuth": {
"id": "VZo8qdSLzpZ3qRlq",
"name": "Header Auth account"
}
},
"typeVersion": 4.2
},
{
"id": "87ecc44f-cc1f-47e0-b995-079230be118d",
"name": "Enrutar Tipos",
"type": "n8n-nodes-base.switch",
"position": [
1600,
380
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "Text",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "2fc5c912-629b-4cbe-b5e3-7e3f0651c628",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.messages[0].type }}",
"rightValue": "text"
}
]
},
"renameOutput": true
},
{
"outputKey": "Audio",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "26a3d85c-0815-48ff-85ce-713129a1107c",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.messages[0].type }}",
"rightValue": "audio"
}
]
},
"renameOutput": true
},
{
"outputKey": "Image",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "840b95b8-6559-4fb7-b32c-651451d6d0d2",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.messages[0].type }}",
"rightValue": "image"
}
]
},
"renameOutput": true
},
{
"outputKey": "Document",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "3e7a07f9-b785-450c-8c68-f6b276838503",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.messages[0].type }}",
"rightValue": "document"
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "ce3d08ce-4445-4473-90b2-227ba065c4d8",
"name": "Enrutar Tipos de Documento",
"type": "n8n-nodes-base.switch",
"position": [
2680,
580
],
"parameters": {
"rules": {
"values": [
{
"outputKey": "CSV",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "14e23243-cd44-4cb1-99bd-9e6905d511ad",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "text/csv"
}
]
},
"renameOutput": true
},
{
"outputKey": "HTML",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "6d7616c5-6bdd-47b7-923e-639491d15a4e",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "text/html"
}
]
},
"renameOutput": true
},
{
"outputKey": "Calendar",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "a2174e02-378a-41ff-b269-61f4fc3f1de9",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "=mapped/calendar"
}
]
},
"renameOutput": true
},
{
"outputKey": "RTF",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "f3b406d7-362d-473e-8edd-c3e5f2d9c44c",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "text/rtf"
}
]
},
"renameOutput": true
},
{
"outputKey": "TXT",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "64dd4658-54e7-4453-adbc-7067dffcd555",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "text/plain"
}
]
},
"renameOutput": true
},
{
"outputKey": "XML",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "7540a3ab-b48e-4bec-94e9-a5dfc3d65a4c",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "mapped/xml"
}
]
},
"renameOutput": true
},
{
"outputKey": "PDF",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "88b618fd-9a88-491e-91dd-c5fc9efa36e3",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "application/pdf"
}
]
},
"renameOutput": true
},
{
"outputKey": "JSON",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "9c4d90aa-b4ea-4a63-b15e-666899c8360e",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "application/json"
}
]
},
"renameOutput": true
},
{
"outputKey": "XLS",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "9baa7c88-3950-4099-8498-99a4640b95e7",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "application/vnd.ms-excel"
}
]
},
"renameOutput": true
},
{
"outputKey": "XLSX",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "b83e540c-ba1e-42d0-ac83-f675e25e6aea",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
}
]
},
"renameOutput": true
},
{
"outputKey": "ELSE",
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "ea3be820-2ead-4ec2-b292-42d3c7804b55",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.mime_type }}",
"rightValue": ""
}
]
},
"renameOutput": true
}
]
},
"options": {}
},
"typeVersion": 3.2
},
{
"id": "18684032-23ec-4e10-88f4-e93363432a67",
"name": "Enviar Respuesta No Soportada",
"type": "n8n-nodes-base.whatsApp",
"position": [
2960,
1380
],
"webhookId": "017d267f-4897-4726-bf03-304ef10352bf",
"parameters": {
"textBody": "=The File type you provided is unsupported.",
"operation": "send",
"phoneNumberId": "677680658761861",
"additionalFields": {},
"recipientPhoneNumber": "={{ $('WhatsApp Trigger').item.json.messages[0].from }}"
},
"credentials": {
"whatsAppApi": {
"id": "HuYOJ00weACKEFR6",
"name": "WhatsApp account"
}
},
"typeVersion": 1
},
{
"id": "acc8e4ae-0610-42fc-a318-b9a23a38919b",
"name": "Enviar Respuesta",
"type": "n8n-nodes-base.whatsApp",
"position": [
4080,
400
],
"webhookId": "23834751-5066-48ba-8e19-549680df2b27",
"parameters": {
"textBody": "={{ $json.output }}",
"operation": "send",
"phoneNumberId": "677680658761861",
"additionalFields": {},
"recipientPhoneNumber": "={{ $('WhatsApp Trigger').item.json.messages[0].from }}"
},
"credentials": {
"whatsAppApi": {
"id": "HuYOJ00weACKEFR6",
"name": "WhatsApp account"
}
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"8842d0c7-082e-4b4e-b350-a8bb8f47c390": {
"main": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "main",
"index": 0
}
]
]
},
"a342dc14-0ffe-41ba-a3e9-853fe043f4fb": {
"main": [
[
{
"node": "90821e49-c98d-4617-8289-1be6d3aeb087",
"type": "main",
"index": 0
}
]
]
},
"8891a2eb-16d6-471a-803e-df1789a336f3": {
"main": [
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
]
]
},
"87ecc44f-cc1f-47e0-b995-079230be118d": {
"main": [
[
{
"node": "cf603f5c-0a6e-4cdd-846b-738ed417daa2",
"type": "main",
"index": 0
}
],
[
{
"node": "7727e89d-cf21-4440-ab7f-85594eb1ec44",
"type": "main",
"index": 0
}
],
[
{
"node": "08b938a1-d32e-4aa1-958f-bdabd3dfec13",
"type": "main",
"index": 0
}
],
[
{
"node": "d934ce80-cdb0-476d-8896-b8c226086933",
"type": "main",
"index": 0
}
]
]
},
"a79b9b58-0211-4570-af84-64db8bef9de3": {
"ai_memory": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "ai_memory",
"index": 0
}
]
]
},
"dfd08bec-9d30-4125-b167-7feaeefd7afa": {
"main": [
[
{
"node": "a342dc14-0ffe-41ba-a3e9-853fe043f4fb",
"type": "main",
"index": 0
}
]
]
},
"cf603f5c-0a6e-4cdd-846b-738ed417daa2": {
"main": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "main",
"index": 0
}
]
]
},
"4e93e3c3-1847-483a-b6a7-67ff2cff294f": {
"ai_textSplitter": [
[
{
"node": "8cf54cb6-7247-4036-b1e4-9a28650d700a",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"b1220587-fadf-4b5b-944e-b6e60b64c141": {
"main": [
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
]
]
},
"b02474a0-be6a-4591-a10c-abc2f597a3e6": {
"main": [
[
{
"node": "8891a2eb-16d6-471a-803e-df1789a336f3",
"type": "main",
"index": 0
}
]
]
},
"90821e49-c98d-4617-8289-1be6d3aeb087": {
"main": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "main",
"index": 0
}
]
]
},
"ddc0fdb7-bacc-4f41-87bf-48bb714a404d": {
"main": [
[
{
"node": "87ecc44f-cc1f-47e0-b995-079230be118d",
"type": "main",
"index": 0
}
]
]
},
"ba3d221f-ce5c-4105-82cf-fbd11c2c0e2f": {
"main": [
[
{
"node": "a0920bc7-71bd-4803-bbce-4cef14cac5ee",
"type": "main",
"index": 0
}
]
]
},
"53c2496a-0737-452c-b49c-ca0afa9c0073": {
"ai_embedding": [
[
{
"node": "fda97aec-70be-4611-94a3-7816e384c76b",
"type": "ai_embedding",
"index": 0
}
]
]
},
"1012f8a7-9fcb-4d80-ad5f-bfaa31eddf7d": {
"main": [
[
{
"node": "8891a2eb-16d6-471a-803e-df1789a336f3",
"type": "main",
"index": 0
}
]
]
},
"c36731ce-5086-4a2f-8c3a-63be150fb8ae": {
"ai_languageModel": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"aad1b221-0985-43e7-bc0b-312436171abe": {
"main": [
[
{
"node": "8842d0c7-082e-4b4e-b350-a8bb8f47c390",
"type": "main",
"index": 0
}
]
]
},
"77302aa3-6e87-4de6-9ec7-387ddb76fc84": {
"main": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "main",
"index": 0
}
]
]
},
"a0920bc7-71bd-4803-bbce-4cef14cac5ee": {
"main": [
[
{
"node": "ce3d08ce-4445-4473-90b2-227ba065c4d8",
"type": "main",
"index": 0
}
]
]
},
"a9368d23-e35f-4986-8060-30a05f3f9c05": {
"main": [
[
{
"node": "4f616bfc-4ec7-4c88-8a63-cb2c47655680",
"type": "main",
"index": 0
}
]
]
},
"d1b47f60-5a4d-4629-a18d-b3c6ec0c972c": {
"main": [
[
{
"node": "acc8e4ae-0610-42fc-a318-b9a23a38919b",
"type": "main",
"index": 0
}
]
]
},
"ce3d08ce-4445-4473-90b2-227ba065c4d8": {
"main": [
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
],
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
],
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
],
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
],
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
],
[
{
"node": "77302aa3-6e87-4de6-9ec7-387ddb76fc84",
"type": "main",
"index": 0
}
],
[
{
"node": "b1220587-fadf-4b5b-944e-b6e60b64c141",
"type": "main",
"index": 0
}
],
[
{
"node": "8891a2eb-16d6-471a-803e-df1789a336f3",
"type": "main",
"index": 0
}
],
[
{
"node": "b02474a0-be6a-4591-a10c-abc2f597a3e6",
"type": "main",
"index": 0
}
],
[
{
"node": "1012f8a7-9fcb-4d80-ad5f-bfaa31eddf7d",
"type": "main",
"index": 0
}
],
[
{
"node": "18684032-23ec-4e10-88f4-e93363432a67",
"type": "main",
"index": 0
}
]
]
},
"fda97aec-70be-4611-94a3-7816e384c76b": {
"ai_tool": [
[
{
"node": "d1b47f60-5a4d-4629-a18d-b3c6ec0c972c",
"type": "ai_tool",
"index": 0
}
]
]
},
"8cf54cb6-7247-4036-b1e4-9a28650d700a": {
"ai_document": [
[
{
"node": "4f616bfc-4ec7-4c88-8a63-cb2c47655680",
"type": "ai_document",
"index": 0
}
]
]
},
"18684032-23ec-4e10-88f4-e93363432a67": {
"main": [
[]
]
},
"cc9a0766-69a4-4745-97f5-4c4c5e156c91": {
"ai_embedding": [
[
{
"node": "4f616bfc-4ec7-4c88-8a63-cb2c47655680",
"type": "ai_embedding",
"index": 0
}
]
]
},
"08b938a1-d32e-4aa1-958f-bdabd3dfec13": {
"main": [
[
{
"node": "dfd08bec-9d30-4125-b167-7feaeefd7afa",
"type": "main",
"index": 0
}
]
]
},
"54697b14-28a0-4572-b17e-328a7b52cc90": {
"main": [
[
{
"node": "a9368d23-e35f-4986-8060-30a05f3f9c05",
"type": "main",
"index": 0
}
]
]
},
"d934ce80-cdb0-476d-8896-b8c226086933": {
"main": [
[
{
"node": "ba3d221f-ce5c-4105-82cf-fbd11c2c0e2f",
"type": "main",
"index": 0
}
]
]
},
"7727e89d-cf21-4440-ab7f-85594eb1ec44": {
"main": [
[
{
"node": "aad1b221-0985-43e7-bc0b-312436171abe",
"type": "main",
"index": 0
}
]
]
}
}
}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 - Ingeniería, Bloques de construcción, Inteligencia Artificial
¿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.
Flujos de trabajo relacionados recomendados
Chatbot de WhatsApp impulsado por IA
Construir un chatbot de WhatsApp impulsado por RAG para documentos usando GPT-4o-mini y MongoDB
Set
Code
Switch
+
Set
Code
Switch
35 NodosMuhammad Shahzaib Shahid
Chatbot de soporte
Construir el primer chatbot de WhatsApp
Construir el primer chatbot de WhatsApp
Switch
Whats App
Http Request
+
Switch
Whats App
Http Request
28 NodosJimleuk
Ventas
Asistente de conocimiento inteligente
Construye un asistente de conocimiento inteligente en Telegram usando GPT-4o-mini, RAG y RLHF, integrado con MongoDB
Set
Code
Telegram
+
Set
Code
Telegram
26 NodosNovaNode
Soporte
[Plantilla] Tienda de mascotas AI v8
🐶 Asistente de tienda de mascotas AI - Integrado con GPT-4o, Google Calendar y WhatsApp/Instagram/Facebook
If
N8n
Set
+
If
N8n
Set
244 NodosAmanda Benks
Ventas
Asistente de IA inteligente: conversar con archivos de almacenamiento de Supabase y Google Drive
AIinteligenteasistente：与Supabase存储yGoogle Drive文件对话
If
Set
Wait
+
If
Set
Wait
62 NodosMark Shcherbakov
Ingeniería
Construir un chatbot de base de conocimiento con incrustaciones de vectores OpenAI, RAG y MongoDB
Construye un chatbot de base de conocimiento usando incrustaciones vectoriales de OpenAI, RAG y MongoDB
Google Docs
Manual Trigger
Agent
+
Google Docs
Manual Trigger
Agent
15 NodosThomas
Soporte
Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos35
Categoría3
Tipos de nodos18
Descripción de la dificultad
Autor
NovaNode
@thomasgptNovaNode is a software factory building scalable AI for modern businesses. We specialize in omni-channel AI agents that automate customer support, sales, and operations across voice, WhatsApp, email, and chat. We serve both enterprise clients and SMEs, balancing deep integrations with speed and cost-efficiency. By combining automation with adaptability, we help companies scale faster and operate smarter. NovaNode is where AI meets execution.
Enlaces externos
Ver en n8n.io →
Compartir este flujo de trabajo