{ "name": "Chatbot Evolution e Instagram", "nodes": [ { "parameters": { "options": {} }, "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing", "typeVersion": 1, "position": [ -1580, 360 ], "id": "e261690e-6562-4c6c-aa9b-aaf9c70932e2", "name": "Auto-fixing Output Parser" }, { "parameters": { "jsonSchemaExample": "{\n \"response\": {\n \"part_1\": \"Responde con la primera parte de la respuesta.\",\n \"part_2\": \"Responde con la segunda parte de la respuesta.\",\n \"part_3\": \"Responde con la tercera parte de la respuesta (opcional).\",\n \"part_4\": \"Responde con la cuarta parte de la respuesta (opcional).\",\n \"part_5\": \"Responde con la quinta parte de la respuesta (opcional).\"\n }\n}" }, "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "typeVersion": 1.2, "position": [ -1420, 560 ], "id": "6fd67007-6612-4f37-b180-52e5969fef8e", "name": "Structured Output Parser" }, { "parameters": { "promptType": "define", "text": "=Respuesta a formatear:\n{{ $json.mensaje }}", "hasOutputParser": true, "messages": { "messageValues": [ { "message": "=# Tarea \nTu función principal consiste en crear un JSON que contenga las diferentes partes importantes del mensaje que vayas a recibir \nNotas : \n## debes seguir la siguiente estructura de JSON: \n{\n \"response\": {\n \"part_1\": \"Responde con la primera parte de la respuesta.\",\n \"part_2\": \"Responde con la segunda parte de la respuesta.\",\n \"part_3\": \"Responde con la tercera parte de la respuesta (opcional).\",\n \"part_4\": \"Responde con la cuarta parte de la respuesta (opcional).\",\n \"part_5\": \"Responde con la quinta parte de la respuesta (opcional).\"\n }\n}\n## debes dividir los mensajes de una manera que suene bien, me explico debes analizar que tan largo es el mensaje que recibes y en base en eso dividir el mensaje en las partes que sean necesarias, por ejemplo si el mensaje es breve divídelo en 1 o 2 partes y si el mensaje es extenso divídelo en 3 o 4 partes \n## las partes que dividas deben tener sentido, no dividas las partes por hacerlo, piensa 2 veces antes de hacerlo" } ] } }, "type": "@n8n/n8n-nodes-langchain.chainLlm", "typeVersion": 1.5, "position": [ -1680, 140 ], "id": "21a2da68-0d33-4b5a-95d2-801846f4a3f9", "name": "Format Chain", "retryOnFail": true, "maxTries": 5, "onError": "continueErrorOutput" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "8d46d583-b82d-4d85-a0b8-2c30006082a0", "leftValue": "={{ $('Format Chain').item.json.output.response.part_2 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -760, 340 ], "id": "492c71cd-2819-4c89-80d4-7ce53a3cdf5d", "name": "If" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "3c7eb0e9-13ee-40d6-9738-057a02ac1306", "leftValue": "={{ $('Format Chain').item.json.output.response.part_3 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -80, 340 ], "id": "f29957c2-4682-4309-b4ea-0f1f4242b7a5", "name": "If1" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "10bc21c7-e460-458f-b0cb-d9e37e9bde8a", "leftValue": "={{ $('Format Chain').item.json.output.response.part_4 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ 580, 340 ], "id": "01004ea5-fbbd-45a3-b8e2-b7444387d4ac", "name": "If2" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "3c7eb0e9-13ee-40d6-9738-057a02ac1306", "leftValue": "= {{ $('Format Chain').item.json.output.response.part_5 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } }, { "id": "3bbae988-08d6-4635-b579-fc947cd8e502", "leftValue": "={{ $('Format Chain').item.json.output.response.part_5 }}", "rightValue": "", "operator": { "type": "string", "operation": "exists", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ 1220, 340 ], "id": "7bf78408-c319-4f7f-b47c-4432adbdd25d", "name": "If3" }, { "parameters": { "operation": "get", "propertyName": "message", "key": "={{ $('Edit Fields').item.json.Whatsapp_number }}", "options": {} }, "type": "n8n-nodes-base.redis", "typeVersion": 1, "position": [ -4620, 260 ], "id": "82de33d2-9853-470b-92a0-a8da54d97604", "name": "Redis6", "credentials": { "redis": { "id": "rpGirTVg49kQ1uoJ", "name": "Redis account" } } }, { "parameters": { "operation": "push", "list": "={{ $json.Whatsapp_number }}", "messageData": "={{ $json.mensaje }}" }, "type": "n8n-nodes-base.redis", "typeVersion": 1, "position": [ -5060, 260 ], "id": "04ab1784-8f0b-43b2-89c1-0728365dc8e9", "name": "Redis7", "credentials": { "redis": { "id": "rpGirTVg49kQ1uoJ", "name": "Redis account" } } }, { "parameters": { "amount": 20 }, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ -4840, 260 ], "id": "2549edad-0d5c-4d55-85e8-73cd2a8f2b3d", "name": "Wait6", "webhookId": "a8d5702b-2fe2-4f23-bad7-8bf42fe80ee8" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "8a313a41-eadc-4ada-bc2a-feff79845de9", "leftValue": "={{ $json.message[0] }}", "rightValue": "={{ $('Edit Fields').item.json.mensaje }}", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -4400, 260 ], "id": "6847610b-5469-4500-ab7d-f08414e4e08f", "name": "If6" }, { "parameters": { "assignments": { "assignments": [ { "id": "d5f82380-4858-4361-908e-98e45c98f092", "name": "response", "value": "={{ $('Redis6').item.json.message.slice().reverse() }}", "type": "string" }, { "id": "b3db797c-6f2b-4232-8e0c-021bc8e299ca", "name": "phone", "value": "={{ $('Edit Fields').item.json.Whatsapp_number }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -4180, 160 ], "id": "c2d50aa7-fe9e-49be-859c-a3485da816c6", "name": "Edit Fields2" }, { "parameters": { "operation": "delete", "key": "={{ $('Edit Fields').item.json.Whatsapp_number }}" }, "type": "n8n-nodes-base.redis", "typeVersion": 1, "position": [ -3960, 360 ], "id": "34315a17-b430-4ae4-ace5-6e96644910e9", "name": "Redis9", "credentials": { "redis": { "id": "rpGirTVg49kQ1uoJ", "name": "Redis account" } } }, { "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini" }, "options": { "temperature": 0 } }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "typeVersion": 1.2, "position": [ -1700, 360 ], "id": "338d1b03-aad3-473d-bf4a-331da8d0bf60", "name": "OpenAI Chat Model1", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini" }, "options": { "temperature": 0 } }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "typeVersion": 1.2, "position": [ -1540, 560 ], "id": "341bdbc5-2f04-40ba-80a9-f058ff2f8097", "name": "OpenAI Chat Model2", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "sessionIdType": "customKey", "sessionKey": "={{ $('Edit Fields2').item.json.phone }}", "tableName": "=public.n8n_chat_historial_bot", "contextWindowLength": 20 }, "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat", "typeVersion": 1.3, "position": [ -2880, 340 ], "id": "94cc37e1-06d3-489b-8c3e-29f5ca00c9c2", "name": "Postgres Chat Memory", "credentials": { "postgres": { "id": "EtwXhnSPkcUg9ZFC", "name": "Postgres Supabase" } } }, { "parameters": { "content": "## Enviamos varios mensajes de un respuesta", "height": 680, "width": 3680, "color": 3 }, "type": "n8n-nodes-base.stickyNote", "position": [ -2020, 0 ], "typeVersion": 1, "id": "836a1538-cd95-4768-b895-4b88ec429011", "name": "Sticky Note2" }, { "parameters": { "content": "## Recopilamos mensajes en (x) intervalo de tiempo", "height": 680, "width": 1740, "color": 4 }, "type": "n8n-nodes-base.stickyNote", "position": [ -5440, 0 ], "typeVersion": 1, "id": "12192e8b-f263-45ad-a180-94a9c5426715", "name": "Sticky Note" }, { "parameters": { "content": "## ¿Audio, texto o imagen?", "height": 1080, "width": 1860, "color": 5 }, "type": "n8n-nodes-base.stickyNote", "position": [ -7330, -220 ], "typeVersion": 1, "id": "20163740-b8aa-430f-8296-675c1113d04b", "name": "Sticky Note5" }, { "parameters": { "promptType": "define", "text": "=contexto: {{ $json.mensaje_usuario }}\nmensaje_del_cliente: {{ $('Merge').item.json.response }}\ntelefono_del_cliente: {{ $('Edit Fields2').item.json.phone }}\ndia actual: {{ $now }}\ndia de la semana: {{ $now.format('cccc') }}", "hasOutputParser": true, "options": { "systemMessage": "=## 🧠 Prompt para Agente de n8n: Comunidad IA Masters Automations + SolutechIA (con Supabase)\n\n---\n\n### 1. Tu Rol y Contexto\n\n**Rol:** Eres un Agente de Atención de la comunidad IA Masters Automations y embajador informativo de SolutechIA. \n**Contexto:** Ayudarás a los usuarios que escriben por WhatsApp o mensajes directos, brindándoles información clara, precisa y motivadora sobre la comunidad y los servicios de SolutechIA.\n\nTu objetivo principal es:\n\n- Si tienen dudas sobre **la comunidad IA Masters Automations**, responder con claridad y entusiasmo, explicar beneficios, resolver dudas y **ofrecer siempre la prueba gratuita de 7 días** como la mejor forma de comenzar. \n ➕ *No hay permanencia, pueden irse cuando quieran. Si no les gusta, no tienen que pagar nada.*\n\n- Si preguntan sobre **servicios de automatización o desarrollos personalizados**, redirígelos a la web de SolutechIA para que dejen sus datos y agenden una reunión con nosotros. \n ➕ *Este CRM (Wixyn, potenciado con GoHighLevel) es ideal para empresas que quieren escalar y automatizar sus procesos.*\n\nTambién tienes acceso a una **base de datos vectorizada en Supabase** que contiene toda la información de la comunidad y SolutechIA. Debes consultarla antes de responder para asegurar la máxima precisión.\n\n---\n\n## 🌐 Páginas importantes\n\n- 📋 Solicitar presupuesto (automatizaciones para empresas): https://solutech.iamastersacademy.com/formulario \n- 🧠 Web de SolutechIA: https://solutechia.es/ \n- 📦 CRM afiliados Wixyn: https://solutechia.es/crm \n- 🧑‍🎓 Comunidad Skool IA Masters Automations: https://www.skool.com/ia-masters-automations/about\n\n---\n\n### 2. Responsabilidades y Tareas Clave\n\n- ✅ Consultar siempre la base de datos vectorizada en Supabase antes de responder.\n- ✅ Responder preguntas sobre la comunidad: niveles, beneficios, clases, cursos, automatizaciones, herramientas y funcionamiento general.\n- ✅ Redirigir correctamente:\n - 👉 A SolutechIA si quieren automatizar su empresa.\n - 👉 A Skool si quieren unirse a la comunidad (recuerda: 7 días gratis, sin permanencia).\n- ✅ Aclarar que usamos las 3 herramientas líderes en el mercado No-Code: **Make**, **N8N** y **GoHighLevel**.\n- ✅ Mencionar que damos **clases en directo** mostrando casos reales de empresas con automatizaciones internas.\n- ✅ Informar que existe una **bolsa de trabajo interna**, tanto para ofrecer como para solicitar automatizaciones.\n\n---\n\n### 3. Expectativa de Entrada\n\nEjemplos de preguntas que recibirás:\n\n- “¿Qué es SolutechIA?”\n- “¿Cómo accedo a la comunidad?”\n- “¿Tenéis clases sobre N8N?”\n- “¿Qué CRM usáis?”\n- “¿Esto es un bot?”\n\n---\n\n### 4. Herramientas Disponibles\n\n- ✅ Base de datos vectorizada en Supabase con embeddings de clases, documentos y respuestas.\n- ❌ No usas herramientas externas ni consultas sitios web públicos directamente.\n\n---\n\n### 5. Estilo y Tono de Conversación\n\n- Usa un tono **entusiasta, motivador, informal y cercano**.\n- Responde con claridad y energía, como si fueras parte del equipo humano.\n- Usa frases naturales y alegres, ejemplo:\n > Súper buena pregunta! 😄 Mira, te explico cómo funciona 👇\n\n- Si preguntan si eres un bot, responde con humor, por ejemplo:\n > Obvio que soy un bot! 😅 Automatizar es lo nuestro, no íbamos a escribir todo esto a mano... Pero que sepas que revisamos estas conversaciones con humanos para mejorar y asegurar que todo va bien. \n > De hecho, si quieres aprender a crear este bot, lo enseñamos dentro de la comunidad! 🤖✨\n\n---\n\n### 6. Formato y Salida Esperada\n\n- ✅ Optimiza para WhatsApp y mensajes directos.\n- ✅ Usa **mínimo 6 emojis** por mensaje (cuando aplique).\n- ✅ Incluye enlaces clicables cuando sea necesario.\n- ✅ Usa estructura tipo conversación, breve y clara.\n- ✅ No cierres con preguntas innecesarias. \n ➤ El objetivo no es alargar la charla, sino **resolver y redirigir**.\n\n---\n\n### 7. Consulta de Datos\n\n> 🔎 Antes de generar la respuesta, busca en la base de datos vectorizada de Supabase el fragmento más relevante. \n> Responde en base a ese contenido. Si no encuentras nada útil, responde con la información general que contiene este prompt.\n\n---\n\n### 8. Instrucciones de Calidad y Validación\n\nCada respuesta debe:\n\n- ✅ Resolver la intención con precisión y empatía.\n- ✅ Incluir mínimo 6 emojis.\n- ✅ Contener enlaces relevantes (si aplica).\n- ✅ Ser clara, estructurada y cercana.\n- ✅ Redirigir correctamente según el caso.\n- ❌ No incluir precios ni condiciones económicas.\n- ❌ No forzar el cierre con preguntas de interacción.\n- ❌ No repetir información innecesaria.\n\n---\n\n### ❌ Prohibiciones\n\n- ❌ No improvises respuestas si no tienes datos.\n- ❌ No menciones precios, tarifas, ni promociones específicas.\n- ❌ No descripciones incompletas sobre niveles o servicios.\n\n\n" } }, "type": "@n8n/n8n-nodes-langchain.agent", "typeVersion": 1.7, "position": [ -2860, 120 ], "id": "4995c78e-cb3f-4067-a9db-21dfeb7339cc", "name": "AI Agent", "alwaysOutputData": true, "retryOnFail": true }, { "parameters": { "content": "## 🧙‍♂️ El agente IA hace su magia", "height": 680, "width": 1540, "color": 2 }, "type": "n8n-nodes-base.stickyNote", "position": [ -3640, 0 ], "typeVersion": 1, "id": "f0929e13-7152-4037-a20d-7cc94728d752", "name": "Sticky Note4" }, { "parameters": {}, "type": "n8n-nodes-base.noOp", "typeVersion": 1, "position": [ -4180, 360 ], "id": "27163a5d-8e6a-442a-8462-53396e105417", "name": "No Operation, do nothing1" }, { "parameters": { "assignments": { "assignments": [ { "id": "7fe51594-8d61-45b4-a123-ed0c66d6f5c5", "name": "mensaje", "value": "={{ $json.message_content }}", "type": "string" }, { "id": "3e61bb2b-a508-48c2-b55c-5d4f9a404cfb", "name": "Whatsapp_number", "value": "={{ $json.Whatsapp_number }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -5280, 260 ], "id": "71025dd9-0acb-4c90-b958-ad80e3d691e3", "name": "Edit Fields" }, { "parameters": { "schemaType": "manual", "inputSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"mensaje_respuesta\": { \"type\": \"string\" }\n },\n \"required\": [\"mensaje_respuesta\"]\n}\n" }, "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "typeVersion": 1.2, "position": [ -2360, 340 ], "id": "d8a2c2e5-e830-42ae-8a6f-121861b8e720", "name": "Structured Output Parser1" }, { "parameters": { "jsCode": "const minutes = $json.minutes_since_last_message;\nlet mensaje = '';\n\nif (minutes > 60) {\n mensaje = `Hace ${Math.floor(minutes / 60)} horas que el usuario no escribía.`;\n} else if (minutes > 5) {\n mensaje = `El usuario vuelve luego de ${minutes} minutos.`;\n} else {\n mensaje = `El usuario continúa la conversación activa.`;\n}\n\nreturn [\n {\n json: {\n mensaje_usuario: mensaje\n }\n }\n];\n" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -3220, 120 ], "id": "69321954-cc6a-4d36-95e4-e306b6cfdf1a", "name": "Code" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "0c562218-3c6e-4775-b07d-18de456a5c19", "leftValue": "={{ $json.Conversacion }}", "rightValue": "", "operator": { "type": "dateTime", "operation": "exists", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -3440, 120 ], "id": "e82ed9c7-2586-4e88-a21a-35c732c5bc26", "name": "If9" }, { "parameters": { "mode": "combine", "combineBy": "combineByPosition", "options": {} }, "type": "n8n-nodes-base.merge", "typeVersion": 3.1, "position": [ -3660, 120 ], "id": "d2760e7d-b1f5-4d1a-8c36-2c632117cadd", "name": "Merge" }, { "parameters": { "assignments": { "assignments": [ { "id": "764724e1-bf14-459b-bb97-70b999718c99", "name": "mensaje_usuario", "value": "Nueva conversación", "type": "string" }, { "id": "5dc57e7c-35f5-4a74-b3ce-05c3b4a33854", "name": "ID", "value": "={{ $json.phone }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -3220, 320 ], "id": "7152d471-10fa-4986-82f5-f34bcf51bd2a", "name": "Edit Fields3" }, { "parameters": { "model": { "__rl": true, "value": "gpt-4.1", "mode": "list", "cachedResultName": "gpt-4.1" }, "options": { "temperature": 0.4 } }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "typeVersion": 1.2, "position": [ -3000, 340 ], "id": "d3be2c1f-1b76-478f-a4c8-99de2a7bbaf7", "name": "OpenAI Chat Model", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "description": "=## 🧠 Prompt para el nodo Think (modo validador)\n\nTu función es actuar como una capa de pensamiento lógico y crítica antes de enviar la respuesta del agente. Siempre debes tomarte tu tiempo para razonar.\n\n- ❌ Nunca se puede inventar un precio.\n- ❌ No se puede suponer que un producto o servicio\n- ❌ No se puede decir \"te hago descuento\", \"te dejo en tanto\".\n\n---\n\n### ✅ Validar que:\n\n- La respuesta conteste con claridad, calidez y precisión a la intención del cliente.\n- Tenga mínimo **6 emojis bien distribuidos** (saludo, desarrollo, cierre).\n- No repita datos innecesarios.\n- Sea coherente con lo que el cliente pidió.\n- Mantenga el tono afectuoso y profesional característico del agente.\n\n---\n\n### 📤 Formato de salida (obligatorio):\n\nDevuelve siempre un JSON con esta estructura y nada más:\n\n{\n \"valido\": true,\n \"comentario\": \"Explicación breve del por qué es válido o qué debe corregirse.\"\n}\n\n📌 Si detectas cualquier error (tono, contenido, coherencia, emojis insuficientes, promesas indebidas, ingredientes no confirmados), devuelve `\"valido\": false` y explica por qué brevemente.\n\n🚫 No devuelvas el mensaje validado. No repitas el contenido. Solo responde con el JSON indicado.\n" }, "type": "@n8n/n8n-nodes-langchain.toolThink", "typeVersion": 1, "position": [ -2760, 340 ], "id": "5a2b4a00-0c47-4955-a76a-4f02f13e31e7", "name": "Think1" }, { "parameters": { "assignments": { "assignments": [ { "id": "ee4fc3a6-bb0f-4e90-902f-7ffee4447e3c", "name": "mensaje", "value": "={{ $('AI Agent').item.json.output.mensaje_respuesta }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -1920, 140 ], "id": "e9b60a52-82b2-4d18-924e-a621cb9285e1", "name": "Edit Fields10" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "747854b9-edf9-444a-9ef2-0ecab0d25b80", "leftValue": "={{ Object.keys($json.output).length > 0 }}", "rightValue": "", "operator": { "type": "boolean", "operation": "true", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -2260, 120 ], "id": "110661be-15c6-4e04-b5fc-53c0e9115517", "name": "If18" }, { "parameters": { "httpMethod": "POST", "path": "chatbot-evolution", "options": {} }, "type": "n8n-nodes-base.webhook", "typeVersion": 2, "position": [ -7220, 400 ], "id": "f9ec24ca-26d6-40d9-a73f-7149d3e88332", "name": "Webhook", "webhookId": "f66502d1-43f5-4649-8d70-d1dffbf4c6d3" }, { "parameters": { "operation": "toBinary", "sourceProperty": "imagedata64", "options": {} }, "type": "n8n-nodes-base.convertToFile", "typeVersion": 1.1, "position": [ -6120, 300 ], "id": "e611db06-3c39-4d8e-8f63-77899612634c", "name": "Convert to File" }, { "parameters": { "operation": "toBinary", "sourceProperty": "audio64", "options": { "fileName": "=file-{{ $now.format('yyyy-MM-dd:dd_HHMMSS') }}.ogg" } }, "type": "n8n-nodes-base.convertToFile", "typeVersion": 1.1, "position": [ -6120, 100 ], "id": "e6f3014e-c798-4fee-befe-27ed0364b5bc", "name": "Convert to File1" }, { "parameters": { "operation": "toBinary", "sourceProperty": "stickerdata64", "options": {} }, "type": "n8n-nodes-base.convertToFile", "typeVersion": 1.1, "position": [ -6120, 500 ], "id": "49c64fc9-577e-4f9b-a6af-600704e96446", "name": "Convert to File2" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "7600cd39-f566-4fa5-a7e0-b29e05b392bd", "leftValue": "={{ $json.body.event }}", "rightValue": "messages.upsert", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } }, { "id": "fc25c837-936f-44a3-bfe4-d3dd70eceb2a", "leftValue": "={{ $json.body.data.key.fromMe }}", "rightValue": "", "operator": { "type": "boolean", "operation": "false", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -7000, 400 ], "id": "5b1d5d3f-e366-4927-8ee8-63aef4f2f20b", "name": "If19" }, { "parameters": { "assignments": { "assignments": [ { "id": "b1373777-68c4-4d3e-8eae-c77269e2163d", "name": "Whatsapp_number", "value": "={{ $json.body.data.key.remoteJid }}", "type": "string" }, { "id": "b3a441af-a709-4998-98ed-887fa21983cd", "name": "Whastapp_name", "value": "={{ $json.body.data.pushName }}", "type": "string" }, { "id": "c5600e5f-cfd4-466c-baf9-dc42ea14edb1", "name": "message_id", "value": "={{ $json.body.data.key.id }}", "type": "string" }, { "id": "135da444-8b73-4671-abaf-22e1825ede87", "name": "message_type", "value": "={{ !!$json.body.data.message.conversation && 'Texto' ||\n !!$json.body.data.message.audioMessage && 'audio' ||\n !!$json.body.data.message.imageMessage && 'image' ||\n !!$json.body.data.message.stickerMessage && 'sticker' }}", "type": "string" }, { "id": "2797e7c1-0128-4d92-9a62-167b97a8a832", "name": "message_receivedDate", "value": "={{ DateTime.fromSeconds($json.body.data.messageTimestamp).toISO() }}", "type": "string" }, { "id": "b10b61c5-c8fa-414a-93fe-c8c0fa35aa7a", "name": "apikey", "value": "={{ $json.body.apikey }}", "type": "string" }, { "id": "7a9960cb-1f18-4c42-835d-4be20219affb", "name": "instancia", "value": "={{ $json.body.instance }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -6780, 300 ], "id": "530250fe-0a0f-4b90-adfd-3a5c79a962de", "name": "Edit Fields13" }, { "parameters": { "rules": { "values": [ { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "leftValue": "={{ $json.message_type }}", "rightValue": "Texto", "operator": { "type": "string", "operation": "equals" } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Texto" }, { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "077cd860-da61-4973-b37d-2c34d2cf9de9", "leftValue": "={{ $json.message_type }}", "rightValue": "audio", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Audio" }, { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "97b51420-cf22-4718-8256-bd2bd0a3c6e6", "leftValue": "={{ $json.message_type }}", "rightValue": "image", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Image" }, { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "e46a4113-4b7f-4e4c-a44f-0047f86f6f13", "leftValue": "={{ $json.message_type }}", "rightValue": "sticker", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Sticker" } ] }, "options": { "fallbackOutput": "extra" } }, "type": "n8n-nodes-base.switch", "typeVersion": 3.2, "position": [ -6560, 258 ], "id": "cad20a75-a68d-4910-8334-a589e5c5ef54", "name": "Switch1" }, { "parameters": { "assignments": { "assignments": [ { "id": "e40758b7-c873-4f70-b434-ba759e533d83", "name": "mesagge_content", "value": "={{ $('Webhook').item.json.body.data.message.conversation }}", "type": "string" } ] }, "includeOtherFields": true, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -6340, -100 ], "id": "ac3e1ab6-b1dd-43e0-808a-fac249d17b8b", "name": "Edit Fields14" }, { "parameters": { "assignments": { "assignments": [ { "id": "0b0e4dd0-d46b-4651-ae91-d13f9e626a5b", "name": "Whatsapp_number", "value": "={{ $json.Whatsapp_number }}", "type": "string" }, { "id": "1a27c534-a2c5-400d-88de-d070cd2dd552", "name": "Whatsapp_name", "value": "={{ $json.Whastapp_name }}", "type": "string" }, { "id": "910c9e55-ce6b-4af3-b1b4-6768d110765f", "name": "message_id", "value": "={{ $json.message_id }}", "type": "string" }, { "id": "099559f5-b30d-44df-a483-c0becb52a129", "name": "message_content", "value": "={{ $json.mesagge_content }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -5680, -100 ], "id": "00fab5b8-011d-4004-8471-519f8758c52a", "name": "Edit Fields15" }, { "parameters": { "resource": "audio", "operation": "transcribe", "options": {} }, "type": "@n8n/n8n-nodes-langchain.openAi", "typeVersion": 1.8, "position": [ -5900, 100 ], "id": "655a6838-862d-4222-9616-26a8d36966c7", "name": "OpenAI3", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "assignments": { "assignments": [ { "id": "18b52fda-d39d-4a0d-8b4b-dae73d818de1", "name": "imagedata64", "value": "={{ $('Webhook').item.json.body.data.message.base64 }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -6340, 300 ], "id": "40829556-b289-42f4-8b16-61e9cc0951cd", "name": "Edit Fields16" }, { "parameters": { "assignments": { "assignments": [ { "id": "6c0c61ff-4a2d-436c-ac64-35e63c0a7aa4", "name": "audio64", "value": "={{ $('Webhook').item.json.body.data.message.base64 }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -6340, 100 ], "id": "b61c161c-c8dc-470f-9b86-fe0688327f16", "name": "Edit Fields17" }, { "parameters": { "assignments": { "assignments": [ { "id": "0b0e4dd0-d46b-4651-ae91-d13f9e626a5b", "name": "Whatsapp_number", "value": "={{ $('Edit Fields13').item.json.Whatsapp_number }}", "type": "string" }, { "id": "1a27c534-a2c5-400d-88de-d070cd2dd552", "name": "Whatsapp_name", "value": "={{ $('Edit Fields13').item.json.Whastapp_name }}", "type": "string" }, { "id": "910c9e55-ce6b-4af3-b1b4-6768d110765f", "name": "message_id", "value": "={{ $('Edit Fields13').item.json.message_id }}", "type": "string" }, { "id": "099559f5-b30d-44df-a483-c0becb52a129", "name": "message_content", "value": "={{ $json.text }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -5680, 100 ], "id": "0c49d15e-5fc3-4ff6-bc8d-02117b6bdd79", "name": "Edit Fields18" }, { "parameters": { "resource": "image", "operation": "analyze", "modelId": { "__rl": true, "value": "gpt-4o-mini", "mode": "list", "cachedResultName": "GPT-4O-MINI" }, "text": "Eres un asistente virtual, analisa esta imagen. Tu respuesta debe comenzar con: \"Imagen enviada ____\"", "inputType": "base64", "options": {} }, "type": "@n8n/n8n-nodes-langchain.openAi", "typeVersion": 1.8, "position": [ -5900, 300 ], "id": "f567a78c-3bed-4eb6-aaa6-6dea55352577", "name": "OpenAI5", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "assignments": { "assignments": [ { "id": "0b0e4dd0-d46b-4651-ae91-d13f9e626a5b", "name": "Whatsapp_number", "value": "={{ $('Edit Fields13').item.json.Whatsapp_number }}", "type": "string" }, { "id": "1a27c534-a2c5-400d-88de-d070cd2dd552", "name": "Whatsapp_name", "value": "={{ $('Edit Fields13').item.json.Whastapp_name }}", "type": "string" }, { "id": "910c9e55-ce6b-4af3-b1b4-6768d110765f", "name": "message_id", "value": "={{ $('Edit Fields13').item.json.message_id }}", "type": "string" }, { "id": "099559f5-b30d-44df-a483-c0becb52a129", "name": "message_content", "value": "={{ $json.content }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -5680, 300 ], "id": "27cf21d3-c34e-4454-941f-6b89c4d0e5c4", "name": "Edit Fields19" }, { "parameters": { "assignments": { "assignments": [ { "id": "18b52fda-d39d-4a0d-8b4b-dae73d818de1", "name": "stickerdata64", "value": "={{ $('Webhook').item.json.body.data.message.base64 }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -6340, 500 ], "id": "b72c083e-ce8d-4ed6-9812-988b422e45fc", "name": "Edit Fields20" }, { "parameters": { "resource": "image", "operation": "analyze", "modelId": { "__rl": true, "value": "gpt-4o-mini", "mode": "list", "cachedResultName": "GPT-4O-MINI" }, "text": "Eres un asistente virtual, analisa esta imagen. Tu respuesta debe comenzar con: \"Sticker enviado ____\"", "inputType": "base64", "options": {} }, "type": "@n8n/n8n-nodes-langchain.openAi", "typeVersion": 1.8, "position": [ -5900, 500 ], "id": "eb778350-0baf-44c4-8230-8e366245404b", "name": "OpenAI6", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "assignments": { "assignments": [ { "id": "0b0e4dd0-d46b-4651-ae91-d13f9e626a5b", "name": "Whatsapp_number", "value": "={{ $('Edit Fields13').item.json.Whatsapp_number }}", "type": "string" }, { "id": "1a27c534-a2c5-400d-88de-d070cd2dd552", "name": "Whatsapp_name", "value": "={{ $('Edit Fields13').item.json.Whastapp_name }}", "type": "string" }, { "id": "910c9e55-ce6b-4af3-b1b4-6768d110765f", "name": "message_id", "value": "={{ $('Edit Fields13').item.json.message_id }}", "type": "string" }, { "id": "099559f5-b30d-44df-a483-c0becb52a129", "name": "message_content", "value": "={{ $json.content }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -5680, 500 ], "id": "0a9ad686-546a-4121-ae60-af488ace5fde", "name": "Edit Fields21" }, { "parameters": {}, "type": "n8n-nodes-base.noOp", "typeVersion": 1, "position": [ -6780, 500 ], "id": "dab53a73-d47b-4945-a1b9-0643003f0a1e", "name": "No Operation, do nothing5" }, { "parameters": { "resource": "messages-api", "instanceName": "{{ $json.instancia }}", "remoteJid": "={{ $json.Whatsapp_number }}", "messageText": "🛑🤖 Lo siento, pero no reconozco este tipo de mensaje. ¿Puedes intentarlo de otra manera? 💬😊", "options_message": { "delay": 3000 } }, "type": "n8n-nodes-evolution-api.evolutionApi", "typeVersion": 1, "position": [ -6340, 700 ], "id": "53f31886-7f2d-4ea1-a2cd-7b1262821be2", "name": "Evolution API2", "credentials": { "evolutionApi": { "id": "YKZfBUO2WVeDoamM", "name": "Evolution account" } } }, { "parameters": { "resource": "messages-api", "instanceName": "={{ $('Webhook').item.json.body.instance }}", "remoteJid": "={{ $('Webhook').item.json.body.data.key.remoteJid }}", "messageText": "={{ JSON.stringify($('Format Chain').item.json.output.response.part_2).slice(1, -1) }}", "options_message": { "delay": "={{ $('Format Chain').item.json.output.response.part_2.length * 30 }}", "linkPreview": true } }, "type": "n8n-nodes-evolution-api.evolutionApi", "typeVersion": 1, "position": [ -540, 140 ], "id": "c5477580-22d9-498f-92ed-c3eb31e7b5aa", "name": "Evolution API1", "credentials": { "evolutionApi": { "id": "YKZfBUO2WVeDoamM", "name": "Evolution account" } } }, { "parameters": { "resource": "messages-api", "instanceName": "={{ $('Webhook').item.json.body.instance }}", "remoteJid": "={{ $('Webhook').item.json.body.data.key.remoteJid }}", "messageText": "={{ JSON.stringify($('Format Chain').item.json.output.response.part_3).slice(1, -1) }}", "options_message": { "delay": "={{ $('Format Chain').item.json.output.response.part_3.length * 30 }}", "linkPreview": true } }, "type": "n8n-nodes-evolution-api.evolutionApi", "typeVersion": 1, "position": [ 120, 140 ], "id": "15c7bfb4-a98c-4af7-8e36-df61fb1a6ac9", "name": "Evolution API3", "credentials": { "evolutionApi": { "id": "YKZfBUO2WVeDoamM", "name": "Evolution account" } } }, { "parameters": { "resource": "messages-api", "instanceName": "={{ $('Webhook').item.json.body.instance }}", "remoteJid": "={{ $('Webhook').item.json.body.data.key.remoteJid }}", "messageText": "={{ JSON.stringify($('Format Chain').item.json.output.response.part_4).slice(1, -1) }}", "options_message": { "delay": "={{ $('Format Chain').item.json.output.response.part_4.length * 30 }}", "linkPreview": true } }, "type": "n8n-nodes-evolution-api.evolutionApi", "typeVersion": 1, "position": [ 780, 140 ], "id": "17bbb582-1623-4dde-b90b-dafa45ab76ac", "name": "Evolution API4", "credentials": { "evolutionApi": { "id": "YKZfBUO2WVeDoamM", "name": "Evolution account" } } }, { "parameters": { "resource": "messages-api", "instanceName": "={{ $('Webhook').item.json.body.instance }}", "remoteJid": "={{ $('Webhook').item.json.body.data.key.remoteJid }}", "messageText": "={{ JSON.stringify($('Format Chain').item.json.output.response.part_5).slice(1, -1) }}", "options_message": { "delay": "={{ $('Format Chain').item.json.output.response.part_5.length * 30 }}", "linkPreview": true } }, "type": "n8n-nodes-evolution-api.evolutionApi", "typeVersion": 1, "position": [ 1440, 140 ], "id": "e128f77f-1ea3-4515-bfa6-29c216a6360d", "name": "Evolution API5", "credentials": { "evolutionApi": { "id": "YKZfBUO2WVeDoamM", "name": "Evolution account" } } }, { "parameters": { "operation": "download", "fileId": { "__rl": true, "value": "={{ $json.id }}", "mode": "id" }, "options": { "googleFileConversion": { "conversion": { "docsToFormat": "application/pdf" } } } }, "type": "n8n-nodes-base.googleDrive", "typeVersion": 3, "position": [ -6640, -700 ], "id": "8b46a342-3ca4-45c6-a1d6-1a50459ef12f", "name": "Google Drive", "credentials": { "googleDriveOAuth2Api": { "id": "yx8PCEmFbAGzomzP", "name": "Google Drive account" } } }, { "parameters": { "operation": "pdf", "options": {} }, "type": "n8n-nodes-base.extractFromFile", "typeVersion": 1, "position": [ -6420, -700 ], "id": "efd366f1-71e4-4fc7-b7b4-615a538ac6af", "name": "Extract from File1" }, { "parameters": { "jsCode": "// ✅ 1) Obtener el texto desde la variable de entrada.\n// Si no existe, usamos un string vacío para evitar errores.\nconst text = $json.text || '';\n\n// ✅ 2) Dividir el texto en frases completas.\n// Usamos una expresión regular que detecta puntos, interrogaciones o exclamaciones seguidos de espacios.\n// Esto nos da una lista de frases del texto.\nconst sentences = text.split(/(?<=[.?!])\\s+/);\n\n// ✅ 3) Preparar las variables\nconst chunks = []; // Aquí guardaremos los bloques finales\nlet currentChunk = []; // Este array irá acumulando frases\n\n// ✅ 4) Recorremos cada frase del texto\nfor (let i = 0; i < sentences.length; i++) {\n currentChunk.push(sentences[i]); // Añadimos la frase actual al bloque\n\n // Si ya tenemos 3 frases o más de 500 caracteres, guardamos este bloque\n if (currentChunk.length >= 3 || currentChunk.join(\" \").length > 500) {\n chunks.push({\n chunk: currentChunk.join(\" \") // Unimos las frases en un solo texto\n });\n currentChunk = []; // Empezamos un nuevo bloque\n }\n}\n\n// ✅ 5) Si queda algún fragmento pendiente al final, también lo añadimos\nif (currentChunk.length) {\n chunks.push({\n chunk: currentChunk.join(\" \")\n });\n}\n\n// ✅ 6) Devolver los bloques (chunks) en el formato que espera n8n\n// Cada uno debe ir dentro de un objeto { json: ... }\nreturn chunks.map(c => ({ json: c }));\n" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -6200, -700 ], "id": "d758c36d-5af9-4ca3-b68a-5ff9c22fa2cc", "name": "Semantic Chunker" }, { "parameters": { "options": {} }, "type": "n8n-nodes-base.splitInBatches", "typeVersion": 3, "position": [ -5880, -700 ], "id": "fd7f359b-aa4f-4491-9e64-b0d4c2afca2c", "name": "Loop Over Items" }, { "parameters": { "method": "POST", "url": "https://aasupabaseaa.vps.rubikmarketing.com.co/rest/v1/documents", "authentication": "predefinedCredentialType", "nodeCredentialType": "supabaseApi", "sendHeaders": true, "headerParameters": { "parameters": [ { "name": "Content-Type", "value": "application/json" }, { "name": "Prefer", "value": "return=representation" } ] }, "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"content\": \"{{ $('Code1').item.json.chunk.replaceAll('\"') }}\",\n \"metadata\": {\"source\": \"{{ $('Google Drive1').first().json.name }}\",\n\"id_file\": \"{{ $('Google Drive1').first().json.id }}\",\n\"pages\": \"{{ $('Extract from File1').first().json.numpages }}\"},\n \"embedding\": {{ JSON.stringify($json.data[0].embedding) }}\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -5220, -700 ], "id": "dcced372-9b07-4b07-8e11-caaeab3529eb", "name": "HTTP Request2", "credentials": { "supabaseApi": { "id": "5GKOb3OoOKDID5ub", "name": "Supabase Servidor" } } }, { "parameters": { "method": "POST", "url": "https://api.openai.com/v1/embeddings", "authentication": "predefinedCredentialType", "nodeCredentialType": "openAiApi", "sendHeaders": true, "headerParameters": { "parameters": [ { "name": "Content-Type", "value": "application/json" } ] }, "sendBody": true, "bodyParameters": { "parameters": [ { "name": "input", "value": "={{ $json.chunk }}" }, { "name": "model", "value": "text-embedding-3-small" }, { "name": "encoding_format", "value": "float" }, { "name": "dimensions", "value": "={{1536}}" } ] }, "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -5440, -700 ], "id": "34d07ef2-43d9-4237-bf7f-8d13685700eb", "name": "HTTP Request", "credentials": { "httpHeaderAuth": { "id": "OUmTgApnCeXe5Iz1", "name": "Apify" }, "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "content": "## SEMANTICA SIN SECCIONES EN METADATA (VELOCIDAD MEDIA)", "height": 480, "width": 2300 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ -7360, -880 ], "id": "78658254-c99e-421f-a747-037ed870e651", "name": "Sticky Note1" }, { "parameters": { "jsCode": "// ✅ 1) Creamos una función para limpiar el texto de un chunk\n// Esta función se asegura de que el texto esté limpio, legible y sin caracteres raros\nconst cleanText = (text) => {\n if (typeof text !== 'string') return ''; // Si no es un texto válido, devolvemos una cadena vacía\n\n return text\n .replace(/[\\n\\r\\t]+/g, ' ') // Elimina saltos de línea, retornos de carro y tabulaciones\n .replace(/[“”«»‘’]/g, '\"') // Sustituye comillas raras por comillas normales dobles (\")\n .replace(/[–—]/g, '-') // Reemplaza guiones largos o extraños por guiones estándar\n .replace(/[•·]/g, '-') // Reemplaza bullets por guiones\n .replace(/\\s{2,}/g, ' ') // Reduce múltiples espacios a un solo espacio\n .trim(); // Elimina espacios al principio y al final del texto\n};\n\n// ✅ 2) Recorremos cada item del flujo (normalmente cada uno es un fragmento o \"chunk\")\nreturn items.map(item => {\n // Limpiamos el campo `chunk` usando la función anterior\n item.json.chunk = cleanText(item.json.chunk);\n\n // Devolvemos el item modificado\n return item;\n});\n" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -5660, -700 ], "id": "f737f1f3-fafb-4030-8f0c-2a57d664e490", "name": "Code1" }, { "parameters": {}, "type": "n8n-nodes-base.manualTrigger", "typeVersion": 1, "position": [ -7300, -700 ], "id": "b30bbb88-25e8-4dcd-bf61-f3ef37fcd7b6", "name": "When clicking ‘Execute workflow’" }, { "parameters": { "resource": "fileFolder", "returnAll": true, "filter": { "driveId": { "mode": "list", "value": "My Drive" }, "folderId": { "__rl": true, "value": "1Jf8FaKdtLLWXrDqzwKThdxYa2i7p66kc", "mode": "list", "cachedResultName": "RAG COMUNIDAD y EMPRESA", "cachedResultUrl": "https://drive.google.com/drive/folders/1Jf8FaKdtLLWXrDqzwKThdxYa2i7p66kc" }, "whatToSearch": "files" }, "options": {} }, "type": "n8n-nodes-base.googleDrive", "typeVersion": 3, "position": [ -7080, -700 ], "id": "63acf720-1f53-4523-8ad2-cc1cdef0bf05", "name": "Google Drive1", "credentials": { "googleDriveOAuth2Api": { "id": "yx8PCEmFbAGzomzP", "name": "Google Drive account" } } }, { "parameters": { "operation": "move", "fileId": { "__rl": true, "value": "={{ $('Google Drive1').first().json.id }}", "mode": "id" }, "driveId": { "__rl": true, "mode": "list", "value": "My Drive" }, "folderId": { "__rl": true, "value": "1UWud5Q7RVhToeJD4uH0XPjkDLNK7de-E", "mode": "list", "cachedResultName": "Subidos", "cachedResultUrl": "https://drive.google.com/drive/folders/1UWud5Q7RVhToeJD4uH0XPjkDLNK7de-E" } }, "type": "n8n-nodes-base.googleDrive", "typeVersion": 3, "position": [ -5680, -880 ], "id": "f883c7c1-2cd3-4110-935c-517a0e64b4d3", "name": "Google Drive2", "credentials": { "googleDriveOAuth2Api": { "id": "yx8PCEmFbAGzomzP", "name": "Google Drive account" } } }, { "parameters": {}, "type": "n8n-nodes-base.limit", "typeVersion": 1, "position": [ -6860, -700 ], "id": "63631b35-2c2a-4e81-97ee-d61b708503df", "name": "Limit" }, { "parameters": { "mode": "retrieve-as-tool", "toolName": "Documents", "toolDescription": "Utiliza esta herramienta para obtener información sobre la comunidad y la empresa", "tableName": { "__rl": true, "value": "documents", "mode": "list", "cachedResultName": "documents" }, "topK": 10, "options": {} }, "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase", "typeVersion": 1.2, "position": [ -2640, 340 ], "id": "4f4055ef-9411-4cd5-8739-6b658ed3c0f5", "name": "Supabase Vector Store", "credentials": { "supabaseApi": { "id": "5GKOb3OoOKDID5ub", "name": "Supabase Servidor" } } }, { "parameters": { "options": {} }, "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi", "typeVersion": 1.2, "position": [ -2560, 540 ], "id": "d46bf75d-f6ab-49fc-af29-c832a9162c42", "name": "Embeddings OpenAI", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ -980, 140 ], "id": "82455038-1c63-4418-a77a-b069f019fab6", "name": "Wait", "webhookId": "992212ae-d4a9-4049-af10-6c86113b1f56" }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ -320, 140 ], "id": "29ef3170-f7b1-46bb-824a-24660ad33b9f", "name": "Wait1", "webhookId": "ef189584-a9c1-4bca-bb04-496f31402f9c" }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ 340, 140 ], "id": "4d71a673-f958-4a88-9a3b-03fc4577723a", "name": "Wait2", "webhookId": "088389c0-84d8-407e-b5db-a8c887f8d00b" }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ 1000, 140 ], "id": "721cc649-1063-43c0-9637-fc49d259525e", "name": "Wait3", "webhookId": "ca523310-0444-4d09-8bc0-b4615b2887f4" }, { "parameters": { "content": "## Instagram", "height": 700, "width": 3620, "color": 6 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ -2020, 1240 ], "id": "dfefcbd2-1023-41e9-b7a9-d30600eb6951", "name": "Sticky Note6" }, { "parameters": { "multipleMethods": true, "httpMethod": [ "POST", "GET" ], "path": "mensaje-recibido", "responseMode": "responseNode", "options": {} }, "type": "n8n-nodes-base.webhook", "typeVersion": 2, "position": [ -6440, 1540 ], "id": "c1556dca-0a93-4686-914c-fc20199d1ba4", "name": "Disparador Instagram", "webhookId": "cc6546da-6f16-4546-ada3-e2c83b208997", "disabled": true }, { "parameters": { "respondWith": "text", "responseBody": "={{ $json.query['hub.challenge'] }}", "options": {} }, "type": "n8n-nodes-base.respondToWebhook", "typeVersion": 1.1, "position": [ -6180, 1640 ], "id": "7d8cff71-8fb8-4996-956f-19b4e2428029", "name": "Responder webhook – Instagram (GET)" }, { "parameters": { "respondWith": "text", "responseBody": "\"EVENT_RECEIVED\"", "options": {} }, "type": "n8n-nodes-base.respondToWebhook", "typeVersion": 1.1, "position": [ -6180, 1460 ], "id": "bcfb08a5-246f-41fb-94d8-5aade330135a", "name": "Responder webhook – Instagram (POST)" }, { "parameters": { "assignments": { "assignments": [ { "id": "26a3553a-f37b-4f46-9a84-3f1661a5d152", "name": "trigger", "value": "instagram", "type": "string" }, { "id": "11ae4f49-44ec-4416-a8d2-49a15fdf1e63", "name": "texto", "value": "={{ $json.body.mensaje }}", "type": "string" }, { "id": "679e091e-d9dd-4cc3-b5a1-97f3790e09d0", "name": "channelId", "value": "={{ $json.body.id }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -5620, 1440 ], "id": "74961c51-38a0-410f-a44e-a08f70a79a6b", "name": "Editar campos – Instagram" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "7dee1826-e2b5-44ea-9c0f-a0adb5bc740c", "leftValue": "={{ $json.body.entry[0].messaging[0].message?.is_echo }}", "rightValue": "", "operator": { "type": "boolean", "operation": "false", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -5960, 1460 ], "id": "f03a52fd-67f7-4bf8-b698-e3cac82f9a5a", "name": "Si no es echo – Instagram" }, { "parameters": { "method": "POST", "url": "=https://graph.instagram.com/v23.0/me/messages", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"recipient\":{\n \"id\":\"{{ $('Edit Fields5').item.json.ID }}\"\n },\n \"message\":{\n \"text\":\"{{ $json.output.response.part_1 }}\"\n }\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -1180, 1380 ], "id": "329640a8-153a-4eed-a1a8-1f495b0930e9", "name": "Instagram Graph API", "credentials": { "httpHeaderAuth": { "id": "fJrS7XDHAN3wAhrj", "name": "Agente Ventas Instagram" } } }, { "parameters": { "content": "## INSTAGRAM", "height": 520, "width": 1000, "color": 4 }, "type": "n8n-nodes-base.stickyNote", "position": [ -6480, 1360 ], "typeVersion": 1, "id": "c8a891c1-818a-43bf-995d-dda438b82698", "name": "Sticky Note3" }, { "parameters": { "operation": "get", "propertyName": "message", "key": "={{ $json.channelId }}", "options": {} }, "type": "n8n-nodes-base.redis", "typeVersion": 1, "position": [ -4880, 1460 ], "id": "4c07748e-06d4-408e-a6e2-a280f1afd61c", "name": "Redis", "credentials": { "redis": { "id": "rpGirTVg49kQ1uoJ", "name": "Redis account" } } }, { "parameters": { "operation": "push", "list": "={{ $json.channelId }}", "messageData": "={{ $json.texto }}" }, "type": "n8n-nodes-base.redis", "typeVersion": 1, "position": [ -5360, 1460 ], "id": "ccce3673-eaef-4013-8b24-66172c5fb69f", "name": "Redis8", "credentials": { "redis": { "id": "rpGirTVg49kQ1uoJ", "name": "Redis account" } } }, { "parameters": { "amount": 20 }, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ -5100, 1460 ], "id": "2b3c1a0b-209a-434b-9da9-4e9fdc57c825", "name": "Wait7", "webhookId": "a8d5702b-2fe2-4f23-bad7-8bf42fe80ee8" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "8a313a41-eadc-4ada-bc2a-feff79845de9", "leftValue": "={{ $json.message[0] }}", "rightValue": "={{ $('Editar campos – Instagram').item.json.texto }}", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -4660, 1460 ], "id": "013f71a6-5ac4-4c14-98cc-5e28a27edee4", "name": "If7" }, { "parameters": { "assignments": { "assignments": [ { "id": "d5f82380-4858-4361-908e-98e45c98f092", "name": "response", "value": "={{ $('Redis').item.json.message.slice().reverse() }}", "type": "string" }, { "id": "b3db797c-6f2b-4232-8e0c-021bc8e299ca", "name": "ID", "value": "={{ $('Wait7').item.json.channelId }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -4440, 1360 ], "id": "1c6c5f9f-d907-4e2f-8100-63fed16c732b", "name": "Edit Fields4" }, { "parameters": { "operation": "delete", "key": "={{ $('Wait7').item.json.channelId }}" }, "type": "n8n-nodes-base.redis", "typeVersion": 1, "position": [ -4220, 1560 ], "id": "f67d5183-f336-480d-8259-b8d95bb3a1a6", "name": "Redis10", "credentials": { "redis": { "id": "rpGirTVg49kQ1uoJ", "name": "Redis account" } } }, { "parameters": {}, "type": "n8n-nodes-base.noOp", "typeVersion": 1, "position": [ -4440, 1560 ], "id": "82778725-63cf-4c8a-9379-a54972c39a06", "name": "No Operation, do nothing" }, { "parameters": { "mode": "combine", "combineBy": "combineByPosition", "options": {} }, "type": "n8n-nodes-base.merge", "typeVersion": 3.1, "position": [ -4000, 1360 ], "id": "6078c5fa-4af0-4f33-8e57-1d64401119df", "name": "Merge1" }, { "parameters": { "options": {} }, "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing", "typeVersion": 1, "position": [ -1640, 1600 ], "id": "8a724ac8-9b6c-4b6c-b292-9ea59d14465b", "name": "Auto-fixing Output Parser1" }, { "parameters": { "jsonSchemaExample": "{\n \"response\": {\n \"part_1\": \"Responde con la primera parte de la respuesta.\",\n \"part_2\": \"Responde con la segunda parte de la respuesta.\",\n \"part_3\": \"Responde con la tercera parte de la respuesta (opcional).\",\n \"part_4\": \"Responde con la cuarta parte de la respuesta (opcional).\",\n \"part_5\": \"Responde con la quinta parte de la respuesta (opcional).\"\n }\n}" }, "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "typeVersion": 1.2, "position": [ -1480, 1800 ], "id": "19a51ce9-a12a-4784-a9ba-2954f921519b", "name": "Structured Output Parser2" }, { "parameters": { "promptType": "define", "text": "=Respuesta a formatear:\n{{ $json.mensaje }}", "hasOutputParser": true, "messages": { "messageValues": [ { "message": "=# Tarea \nTu función principal consiste en crear un JSON que contenga las diferentes partes importantes del mensaje que vayas a recibir \nNotas : \n## debes seguir la siguiente estructura de JSON: \n{\n \"response\": {\n \"part_1\": \"Responde con la primera parte de la respuesta.\",\n \"part_2\": \"Responde con la segunda parte de la respuesta.\",\n \"part_3\": \"Responde con la tercera parte de la respuesta (opcional).\",\n \"part_4\": \"Responde con la cuarta parte de la respuesta (opcional).\",\n \"part_5\": \"Responde con la quinta parte de la respuesta (opcional).\"\n }\n}\n## debes dividir los mensajes de una manera que suene bien, me explico debes analizar que tan largo es el mensaje que recibes y en base en eso dividir el mensaje en las partes que sean necesarias, por ejemplo si el mensaje es breve divídelo en 1 o 2 partes y si el mensaje es extenso divídelo en 3 o 4 partes \n## las partes que dividas deben tener sentido, no dividas las partes por hacerlo, piensa 2 veces antes de hacerlo" } ] } }, "type": "@n8n/n8n-nodes-langchain.chainLlm", "typeVersion": 1.5, "position": [ -1740, 1380 ], "id": "d249a136-9f5a-4042-a75a-cb1d49e5058a", "name": "Format Chain1", "retryOnFail": true, "maxTries": 5, "onError": "continueErrorOutput" }, { "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini" }, "options": { "temperature": 0 } }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "typeVersion": 1.2, "position": [ -1760, 1600 ], "id": "bf4c700c-289b-4c1a-96af-1edfc57f4bbb", "name": "OpenAI Chat Model3", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4o-mini" }, "options": { "temperature": 0 } }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "typeVersion": 1.2, "position": [ -1600, 1800 ], "id": "a03f643a-3845-4ad1-80e2-c24d124e3c7b", "name": "OpenAI Chat Model4", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "sessionIdType": "customKey", "sessionKey": "={{$('If10').item.json.ID}}", "tableName": "=n8n_chat_histories_comercial", "contextWindowLength": 20 }, "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat", "typeVersion": 1.3, "position": [ -3060, 1620 ], "id": "4015d2a9-415b-46d2-abe4-6331c571af63", "name": "Postgres Chat Memory1", "credentials": { "postgres": { "id": "EtwXhnSPkcUg9ZFC", "name": "Postgres Supabase" } } }, { "parameters": { "promptType": "define", "text": "=contexto: {{ $json.mensaje_usuario }}\nmensaje_del_cliente: {{ $('Merge1').item.json.response }}\nID_cliente: {{ $json.ID }}\ndia actual: {{ $now }}\ndia de la semana: {{ $now.format('cccc') }}", "hasOutputParser": true, "options": { "systemMessage": "=## 🧠 Prompt para Agente de n8n: Comunidad IA Masters Automations + SolutechIA (con Supabase)\n\n---\n\n### 1. Tu Rol y Contexto\n\n**Rol:** Eres un Agente de Atención de la comunidad IA Masters Automations y embajador informativo de SolutechIA. \n**Contexto:** Ayudarás a los usuarios que escriben por WhatsApp o mensajes directos, brindándoles información clara y motivadora sobre la comunidad y los servicios de SolutechIA. El objetivo principal es que si tienen dudas sobre la comunidad les respondas y siempre les invites a probarla ya que tienen 7 dias gratis de prueba. Y si contactan porque necesitan o quieren automatizar su negocio o empresa, es decir contrarar el servicio, el objetivo es que nos dejen la información en la pagina web para agendar una reunion con nosotros.\n\nAdemás, tienes acceso a una **base de datos vectorizada alojada en Supabase**, que contiene toda la información actualizada sobre la comunidad IA Masters Automations y los servicios/productos de SolutechIA. Consulta esta base para responder con precisión cada pregunta.\n\n---\n\n### 2. Responsabilidades y Tareas Clave\n\n- ✅ Consulta la base de datos vectorizada antes de generar una respuesta para asegurar que la información sea precisa y actualizada.\n- Si el usuario pregunta sobre **SolutechIA**, explica qué servicios ofrece, cómo acceder al CRM, solicitar presupuesto o agendar una reunión, y comparte los enlaces necesarios.\n- Si el usuario pregunta sobre la **comunidad IA Masters Automations**, explica los niveles, beneficios, clases, cursos y automatizaciones disponibles. También puedes guiarlo para comenzar, recomendar contenido o resolver dudas comunes sobre el funcionamiento de la comunidad.\n- Si la pregunta no es clara, responde con una actitud amigable y pide más detalles para poder ayudar mejor.\n\n---\n\n### 3. Expectativa de Entrada\n\nRecibirás solicitudes escritas en lenguaje natural, como:\n\n- “¿Qué es SolutechIA?”\n- “¿Cómo puedo acceder al contenido exclusivo de la comunidad?”\n- “¿Qué beneficios tiene el nivel Camaleón Verde?”\n- “¿Tienen clases para aprender N8N?”\n\n---\n\n### 4. Herramientas Disponibles\n\n- ✅ Base de datos vectorizada en Supabase con embeddings de documentos, clases, niveles y recursos.\n- ❌ No usas herramientas externas ni consultas webs públicas directamente.\n\n---\n\n### 5. Estilo y Tono de Conversación\n\nUsa un tono **motivador, entusiasta, informal y cercano**. \nHaz que el usuario se sienta acompañado por una comunidad proactiva. \nEjemplo: \n> ¡Súper buena pregunta! 💡 Te cuento todo lo que necesitas saber sobre ese nivel y cómo empezar 👉 [enlace]\n\n---\n\n### 6. Formato y Salida Esperada\n\n- Optimiza para WhatsApp y DMs.\n- Usa emojis para dar energía y cercanía.\n- Incluye enlaces clicables cuando corresponda.\n- Mantén una estructura conversacional.\n- Si la solicitud es ambigua, pide más detalles antes de recomendar algo específico.\n\n---\n\n### 7. Consulta de Datos\n\nAntes de responder, si es necesario, haz lo siguiente:\n\n> 🔎 **Consulta la base de datos vectorizada de Supabase**. Busca el fragmento de texto más relevante al mensaje del usuario. \n> Asegúrate de que la respuesta esté basada en los resultados recuperados. Si no hay un match claro, responde con base en los datos integrados de este prompt.\n\n---\n\n### 8. Instrucciones de Calidad y Validación\n\n- La respuesta debe:\n - ✅ Resolver la intención con precisión y empatía\n - ✅ Tener mínimo 6 emojis\n - ✅ Incluir enlaces cuando aplique\n - ✅ Usar estructura fluida tipo conversación\n - ✅ Consultar Supabase si es posible\n - ❌ No repetir información innecesaria\n - ❌ No dar precios ni condiciones económicas\n\n---\n\n### ❌ Prohibiciones\n\n- ❌ Nunca mencionar precios.\n- ❌ Nunca improvisar si no hay datos.\n- ❌ Nunca asumir qué incluye una suscripción sin confirmación.\n\n" } }, "type": "@n8n/n8n-nodes-langchain.agent", "typeVersion": 1.7, "position": [ -3080, 1400 ], "id": "d6cf8393-e2f9-4b6f-98a4-468904993be9", "name": "AI Agent1", "alwaysOutputData": true, "retryOnFail": true }, { "parameters": { "content": "## 🧙‍♂️ El agente IA hace su magia", "height": 680, "width": 1540, "color": 2 }, "type": "n8n-nodes-base.stickyNote", "position": [ -3640, 1260 ], "typeVersion": 1, "id": "9e8878ac-4426-4b36-aa43-63678f24836e", "name": "Sticky Note7" }, { "parameters": { "schemaType": "manual", "inputSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"mensaje_respuesta\": { \"type\": \"string\" },\n \"producto_detectado\": { \"type\": \"string\" },\n \"agente_destino\": { \"type\": \"string\" },\n \"cliente_nombre\": { \"type\": \"string\" },\n \"producto_solicitado\": { \"type\": \"string\" },\n \"precio_total\": { \"type\": \"string\" },\n \"direccion_confirmada\": { \"type\": \"string\" },\n \"ciudad_confirmada\": { \"type\": \"string\" },\n \"departamento_confirmado\": { \"type\": \"string\" },\n \"medio_pago_seleccionado\": { \"type\": \"string\" },\n \"tipo_conversacion\": { \"type\": \"string\" },\n \"prefiere_voz\": { \"type\": \"string\" },\n \"url_imagen\": { \"type\": \"string\" },\n \"imagen\": { \"type\": \"boolean\" },\n \"cliente_compro_en_esta_conversacion\": { \"type\": \"boolean\" }\n },\n \"required\": [\n \"mensaje_respuesta\",\n \"producto_detectado\",\n \"agente_destino\",\n \"cliente_nombre\",\n \"producto_solicitado\",\n \"precio_total\",\n \"direccion_confirmada\",\n \"ciudad_confirmada\",\n \"departamento_confirmado\",\n \"medio_pago_seleccionado\",\n \"tipo_conversacion\",\n \"prefiere_voz\",\n \"url_imagen\",\n \"imagen\",\n \"cliente_compro_en_esta_conversacion\"\n ]\n}" }, "type": "@n8n/n8n-nodes-langchain.outputParserStructured", "typeVersion": 1.2, "position": [ -2420, 1620 ], "id": "4473c81d-af40-4b3e-a5f0-17f0291f1ce3", "name": "Structured Output Parser3" }, { "parameters": { "jsCode": "const minutes = $json.minutes_since_last_message;\nlet mensaje = '';\n\nif (minutes > 60) {\n mensaje = `Hace ${Math.floor(minutes / 60)} horas que el usuario no escribía.`;\n} else if (minutes > 5) {\n mensaje = `El usuario vuelve luego de ${minutes} minutos.`;\n} else {\n mensaje = `El usuario continúa la conversación activa.`;\n}\n\nreturn [\n {\n json: {\n mensaje_usuario: mensaje\n }\n }\n];\n" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -3400, 1400 ], "id": "93716931-811e-4387-abd5-72315cea2af7", "name": "Code2" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "0c562218-3c6e-4775-b07d-18de456a5c19", "leftValue": "={{!!$json.creado}}", "rightValue": "", "operator": { "type": "boolean", "operation": "true", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -3620, 1400 ], "id": "cc33a04d-5940-4bcb-acf3-d3688c4ede7b", "name": "If10" }, { "parameters": { "assignments": { "assignments": [ { "id": "764724e1-bf14-459b-bb97-70b999718c99", "name": "mensaje_usuario", "value": "Nueva conversación", "type": "string" }, { "id": "5dc57e7c-35f5-4a74-b3ce-05c3b4a33854", "name": "ID", "value": "={{ $('Wait7').item.json.channelId }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -3400, 1600 ], "id": "d3129bb4-72ad-48cb-af07-47e7814c128f", "name": "Edit Fields5" }, { "parameters": { "model": { "__rl": true, "value": "gpt-4.1", "mode": "list", "cachedResultName": "gpt-4.1" }, "options": { "temperature": 0.4 } }, "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "typeVersion": 1.2, "position": [ -3180, 1620 ], "id": "4fba73c0-728e-40fb-8bd0-a27aa7157ea0", "name": "OpenAI Chat Model5", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": { "description": "=## 🧠 Prompt para el nodo Think (modo validador)\n\nTu función es actuar como una capa de pensamiento lógico y crítica antes de enviar la respuesta del agente. Siempre debes tomarte tu tiempo para razonar.\n\n- ❌ Nunca se puede inventar un precio.\n- ❌ No se puede suponer que un producto o servicio\n- ❌ No se puede decir \"te hago descuento\", \"te dejo en tanto\".\n\n---\n\n### ✅ Validar que:\n\n- La respuesta conteste con claridad, calidez y precisión a la intención del cliente.\n- Tenga mínimo **6 emojis bien distribuidos** (saludo, desarrollo, cierre).\n- No repita datos innecesarios.\n- Sea coherente con lo que el cliente pidió.\n- Mantenga el tono afectuoso y profesional característico del agente.\n\n---\n\n### 📤 Formato de salida (obligatorio):\n\nDevuelve siempre un JSON con esta estructura y nada más:\n\n{\n \"valido\": true,\n \"comentario\": \"Explicación breve del por qué es válido o qué debe corregirse.\"\n}\n\n📌 Si detectas cualquier error (tono, contenido, coherencia, emojis insuficientes, promesas indebidas, ingredientes no confirmados), devuelve `\"valido\": false` y explica por qué brevemente.\n\n🚫 No devuelvas el mensaje validado. No repitas el contenido. Solo responde con el JSON indicado.\n" }, "type": "@n8n/n8n-nodes-langchain.toolThink", "typeVersion": 1, "position": [ -2940, 1620 ], "id": "acd91474-2f36-4bf2-b8cd-5f9a91580e04", "name": "Think" }, { "parameters": { "assignments": { "assignments": [ { "id": "ee4fc3a6-bb0f-4e90-902f-7ffee4447e3c", "name": "mensaje", "value": "={{ $('AI Agent1').item.json.output.mensaje_respuesta }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -2020, 1380 ], "id": "6bd1ca0f-0de8-4309-ae2a-6bc79f5cb68c", "name": "Edit Fields11" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "747854b9-edf9-444a-9ef2-0ecab0d25b80", "leftValue": "={{ Object.keys($json.output).length > 0 }}", "rightValue": "", "operator": { "type": "boolean", "operation": "true", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -2620, 1400 ], "id": "0a9aa83f-a522-499c-96a2-b54898ca3a8d", "name": "If20" }, { "parameters": { "mode": "retrieve-as-tool", "toolName": "Documents", "toolDescription": "Utiliza esta herramienta para obtener información sobre la comunidad y la empresa", "tableName": { "__rl": true, "value": "documents", "mode": "list", "cachedResultName": "documents" }, "topK": 10, "options": {} }, "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase", "typeVersion": 1.2, "position": [ -2800, 1620 ], "id": "13621e7a-bc3d-45da-b0f9-8116a419f0ab", "name": "Supabase Vector Store1", "credentials": { "supabaseApi": { "id": "5GKOb3OoOKDID5ub", "name": "Supabase Servidor" } } }, { "parameters": { "options": {} }, "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi", "typeVersion": 1.2, "position": [ -2740, 1780 ], "id": "43577157-dda0-4459-b964-b67e17e88756", "name": "Embeddings OpenAI1", "credentials": { "openAiApi": { "id": "jI96AY0ncv2lfYaq", "name": "N8N Servidor" } } }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ -960, 1380 ], "id": "be097954-4983-4cbf-b73e-6f65675111bd", "name": "Wait4", "webhookId": "c548b611-3b60-4191-b212-c6d0ce14e71e" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "34ff5c50-b6e6-4ecb-bbee-c0d49f0eb56c", "leftValue": "={{ $json.output.response.part_2 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -740, 1520 ], "id": "1149a746-44e3-491e-8b36-0b6f6ab46ce1", "name": "If4" }, { "parameters": { "method": "POST", "url": "=https://graph.instagram.com/v23.0/me/messages", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"recipient\":{\n \"id\":\"{{ $('Edit Fields5').item.json.ID }}\"\n },\n \"message\":{\n \"text\":\"{{ $json.output.response.part_2 }}\"\n }\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -540, 1380 ], "id": "96c4b4e5-5c85-4f64-848d-b35765e11183", "name": "Instagram Graph API1", "credentials": { "httpHeaderAuth": { "id": "fJrS7XDHAN3wAhrj", "name": "Agente Ventas Instagram" } } }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ -320, 1380 ], "id": "101c45b7-0e62-48eb-b87f-21bfb23b6d8e", "name": "Wait5", "webhookId": "3241480b-0115-4f93-91f3-8c9e31e91059" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "34ff5c50-b6e6-4ecb-bbee-c0d49f0eb56c", "leftValue": "={{ $json.output.response.part_3 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ -120, 1540 ], "id": "bb1be7d9-b2bc-47e2-b737-5ba035cccd8c", "name": "If8" }, { "parameters": { "method": "POST", "url": "=https://graph.instagram.com/v23.0/me/messages", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"recipient\":{\n \"id\":\"{{ $('Edit Fields5').item.json.ID }}\"\n },\n \"message\":{\n \"text\":\"{{ $json.output.response.part_3 }}\"\n }\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ 80, 1380 ], "id": "82163b29-cf4d-4c94-91e7-7cf48c10ce08", "name": "Instagram Graph API2", "credentials": { "httpHeaderAuth": { "id": "fJrS7XDHAN3wAhrj", "name": "Agente Ventas Instagram" } } }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ 300, 1380 ], "id": "a500f6fd-d35c-45a6-ab7d-fb7d920892de", "name": "Wait8", "webhookId": "3241480b-0115-4f93-91f3-8c9e31e91059" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "34ff5c50-b6e6-4ecb-bbee-c0d49f0eb56c", "leftValue": "={{ $json.output.response.part_4 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ 440, 1540 ], "id": "f4637228-b332-4d82-9d3d-09c8ac842644", "name": "If11" }, { "parameters": { "method": "POST", "url": "=https://graph.instagram.com/v23.0/me/messages", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"recipient\":{\n \"id\":\"{{ $('Edit Fields5').item.json.ID }}\"\n },\n \"message\":{\n \"text\":\"{{ $json.output.response.part_4 }}\"\n }\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ 620, 1400 ], "id": "ef59e854-17bd-4280-82f0-16c876d9f5a2", "name": "Instagram Graph API3", "credentials": { "httpHeaderAuth": { "id": "fJrS7XDHAN3wAhrj", "name": "Agente Ventas Instagram" } } }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ 840, 1400 ], "id": "0d20a5ca-6014-45bc-9458-6bfffa2d7414", "name": "Wait9", "webhookId": "3241480b-0115-4f93-91f3-8c9e31e91059" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "34ff5c50-b6e6-4ecb-bbee-c0d49f0eb56c", "leftValue": "={{ $json.output.response.part_5 }}", "rightValue": "", "operator": { "type": "string", "operation": "notEmpty", "singleValue": true } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ 1020, 1560 ], "id": "4b9cf5ec-01b1-4381-8945-0267b59d00eb", "name": "If12" }, { "parameters": { "method": "POST", "url": "=https://graph.instagram.com/v23.0/me/messages", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"recipient\":{\n \"id\":\"{{ $('Edit Fields5').item.json.ID }}\"\n },\n \"message\":{\n \"text\":\"{{ $json.output.response.part_5 }}\"\n }\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ 1200, 1420 ], "id": "654b4699-d1ab-4c92-a1f9-7fb450367d0c", "name": "Instagram Graph API4", "credentials": { "httpHeaderAuth": { "id": "fJrS7XDHAN3wAhrj", "name": "Agente Ventas Instagram" } } }, { "parameters": { "content": "## Recopilamos mensajes en (x) intervalo de tiempo", "height": 680, "width": 1740, "color": 4 }, "type": "n8n-nodes-base.stickyNote", "position": [ -5440, 1260 ], "typeVersion": 1, "id": "f4cf4612-33a3-424c-9815-f57bc34fda3a", "name": "Sticky Note8" }, { "parameters": { "operation": "select", "schema": { "__rl": true, "mode": "list", "value": "public" }, "table": { "__rl": true, "value": "n8n_chat_historial_bot", "mode": "list", "cachedResultName": "n8n_chat_historial_bot" }, "limit": 1, "where": { "values": [ { "column": "session_id", "value": "={{ $json.phone }}" } ] }, "sort": { "values": [ { "column": "id", "direction": "DESC" } ] }, "options": {} }, "type": "n8n-nodes-base.postgres", "typeVersion": 2.6, "position": [ -3960, 160 ], "id": "ffb1805f-cfca-4118-94f4-73d7626ed06e", "name": "Postgres", "credentials": { "postgres": { "id": "EtwXhnSPkcUg9ZFC", "name": "Postgres Supabase" } } }, { "parameters": { "operation": "select", "schema": { "__rl": true, "mode": "list", "value": "public" }, "table": { "__rl": true, "value": "n8n_chat_historial_bot", "mode": "list", "cachedResultName": "n8n_chat_historial_bot" }, "limit": 1, "where": { "values": [ { "column": "session_id", "value": "={{ $('Wait7').item.json.channelId }}" } ] }, "sort": { "values": [ { "column": "id", "direction": "DESC" } ] }, "options": {} }, "type": "n8n-nodes-base.postgres", "typeVersion": 2.6, "position": [ -4220, 1340 ], "id": "68147fab-e251-49bd-9a5f-45f2bdccd501", "name": "Postgres1", "credentials": { "postgres": { "id": "EtwXhnSPkcUg9ZFC", "name": "Postgres Supabase" } } }, { "parameters": { "resource": "messages-api", "instanceName": "={{ $('Webhook').item.json.body.instance }}", "remoteJid": "={{ $('Webhook').item.json.body.data.key.remoteJid }}", "messageText": "={{ $json.output.response.part_1 }}", "options_message": { "linkPreview": true } }, "type": "n8n-nodes-evolution-api.evolutionApi", "typeVersion": 1, "position": [ -1200, 140 ], "id": "32620d33-4b7e-489c-ac7c-75f3d0242505", "name": "Enviar texto", "credentials": { "evolutionApi": { "id": "YKZfBUO2WVeDoamM", "name": "Evolution account" } } } ], "pinData": { "Disparador Instagram": [ { "json": { "headers": { "host": "aawebhookaa.vps.rubikmarketing.com.co", "user-agent": "axios/0.21.4", "content-length": "188", "accept": "application/json, text/plain, */*", "content-type": "application/json", "x-forwarded-for": "34.10.70.101", "x-forwarded-host": "aawebhookaa.vps.rubikmarketing.com.co", "x-forwarded-port": "443", "x-forwarded-proto": "https", "x-forwarded-server": "f75c220e25da", "x-real-ip": "34.10.70.101", "accept-encoding": "gzip" }, "params": {}, "query": {}, "body": { "id": "LaTc08h0QMiiA6ZB0jjr", "name": "Angel Aparicio Aparicio", "email": "angel.aparicio92@gmail.com", "phone": "722 41 82 42", "mensaje": "Hey, que me puedes decir de la academia?", "adjunto": [] }, "webhookUrl": "https://aawebhookaa.vps.rubikmarketing.com.co/webhook/mensaje-recibido", "executionMode": "production" } } ], "Format Chain1": [ { "json": { "output": { "response": { "part_1": "¡Genial que preguntes por la academia! 🤩🚀 Te cuento: IA Masters Automations es una comunidad donde aprenderás a dominar las automatizaciones con inteligencia artificial desde cero, con acceso a cursos, talleres en vivo, recursos exclusivos y un montón de trucos para optimizar tus procesos 💡🤖.", "part_2": "Desde el primer día tienes acceso a automatizaciones listas para usar, masterclasses grabadas, talleres de co-creación y tips súper útiles 🎓✨. Además, al participar, tu camaleón va cambiando de color y desbloqueas nuevos beneficios y cursos especiales 🦎🎯.", "part_3": "¡Y lo mejor! 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