Chatbot Avanzado + Agente RAG

Avanzado

Este es unSupport, AIflujo de automatización del dominio deautomatización que contiene 34 nodos.Utiliza principalmente nodos como Set, Webhook, GoogleDrive, HttpRequest, ManualTrigger, combinando tecnología de inteligencia artificial para lograr automatización inteligente. Chatbot de preguntas y respuestas impulsado por IA con RAG, basado en OpenAI, Google Sheets, Glide y Supabase

Requisitos previos
  • Punto final de HTTP Webhook (n8n generará automáticamente)
  • Credenciales de API de Google Drive
  • Pueden requerirse credenciales de autenticación para la API de destino
  • Clave de API de OpenAI
  • Información de conexión del servidor Qdrant
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
  "id": "cqUkesdTBt1eb0Ny",
  "meta": {
    "instanceId": "5beb610c1ddaf0be11e46fd8edaf0e265560c93f1638f8638d6a8a7adf44f57e"
  },
  "name": "Advanced Chatbot+Rag Agent",
  "tags": [],
  "nodes": [
    {
      "id": "b1f01c72-c1bf-4729-9016-431c06270e92",
      "name": "n8n_order",
      "type": "n8n-nodes-base.webhook",
      "position": [
        0,
        240
      ],
      "webhookId": "9ff7a394-5b4b-4790-a96b-c41c4ba27fa5",
      "parameters": {},
      "typeVersion": 2
    },
    {
      "id": "063583e6-bb88-4c88-801b-fdd57e2b92a6",
      "name": "Google Calendar",
      "type": "n8n-nodes-base.googleCalendar",
      "position": [
        2020,
        220
      ],
      "parameters": {},
      "typeVersion": 1.3
    },
    {
      "id": "57e406c7-5b52-49c1-a4c6-bee15d97bdcd",
      "name": "OpenAI Chat Model3",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        1600,
        420
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "7b6f9c79-95aa-42ee-a0f6-4b1eeec7192c",
      "name": "Fecha de inicio del concierto",
      "type": "@n8n/n8n-nodes-langchain.chainLlm",
      "position": [
        1640,
        220
      ],
      "parameters": {},
      "typeVersion": 1.6
    },
    {
      "id": "b4556eea-381d-4ac2-8930-248043ed02e3",
      "name": "n8n_appointment",
      "type": "n8n-nodes-base.webhook",
      "position": [
        1380,
        220
      ],
      "webhookId": "f5edfe92-649b-40da-ab35-f818ccb55ad4",
      "parameters": {},
      "typeVersion": 2
    },
    {
      "id": "9f443fc4-e71a-4152-b304-c4a8cbf8abea",
      "name": "Recuperar Qdrant Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "position": [
        3260,
        420
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "c9e4d71a-80db-45c9-8cb6-7d645c081de7",
      "name": "Embeddings OpenAI2",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        3220,
        600
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "d70f8ef2-e252-4dca-acf5-cec60f80db7c",
      "name": "RAG",
      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
      "position": [
        3420,
        220
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "d9884de0-7389-4cd8-9657-80fffa95fe34",
      "name": "OpenAI Chat Model2",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        3220,
        220
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "41441ea8-f3c0-4b36-8a47-f12e3a624866",
      "name": "OpenAI Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        3580,
        440
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "51a0a38b-ab01-47b8-9665-0cbc2be623f6",
      "name": "Recuperar Agente",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        3300,
        0
      ],
      "parameters": {},
      "typeVersion": 1.7
    },
    {
      "id": "6dc391c8-54bb-4223-b0fb-aa99ba9becb6",
      "name": "n8n_rag",
      "type": "n8n-nodes-base.webhook",
      "position": [
        2880,
        0
      ],
      "webhookId": "edb1e894-1210-4902-a34f-a014bbdad8d8",
      "parameters": {},
      "typeVersion": 2
    },
    {
      "id": "4461b2ea-9391-4d16-8e8a-9b5bd077f899",
      "name": "Respuesta de seguimiento",
      "type": "n8n-nodes-base.set",
      "position": [
        700,
        240
      ],
      "parameters": {},
      "typeVersion": 3.4
    },
    {
      "id": "16918647-88af-4a67-8798-e1a24c142d82",
      "name": "Respuesta de calendario",
      "type": "n8n-nodes-base.set",
      "position": [
        2220,
        220
      ],
      "parameters": {},
      "typeVersion": 3.4
    },
    {
      "id": "758d752c-06ab-473c-8ebc-ccac5792207d",
      "name": "Webhook tracking response",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        1040,
        240
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "53c2db23-0b29-40a8-9c6c-66582785f363",
      "name": "API URL Tracking",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        360,
        240
      ],
      "parameters": {},
      "typeVersion": 4.2
    },
    {
      "id": "19d9fdf0-ee81-4a2b-9f23-f160ffc9ace9",
      "name": "Webhook calendar response",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        2420,
        220
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "1404754e-362c-45a8-a48d-5bdd81903ed5",
      "name": "Analizador de Salida Estructurada",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        1860,
        420
      ],
      "parameters": {},
      "typeVersion": 1.2
    },
    {
      "id": "50445cd1-d8e3-4132-b81c-29c61ab4c4e4",
      "name": "Webhook RAG response",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        3940,
        0
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "e4aa410b-6c69-4a4f-a774-0d8dc18fa7d3",
      "name": "Nota adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        4400,
        -240
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "5849e29d-80bb-4b4b-b01c-5df0e125710d",
      "name": "Al hacer clic en 'Probar flujo de trabajo'",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -1920,
        120
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "0393e143-7e02-4e25-bd1a-96ade644ee52",
      "name": "Qdrant Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "position": [
        -620,
        240
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "1a16e82c-1072-4a68-8e32-2ebb93afa211",
      "name": "Crear colección",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -860,
        -80
      ],
      "parameters": {},
      "typeVersion": 4.2
    },
    {
      "id": "2d995c22-3ac9-4714-a7b8-0f9d58b44385",
      "name": "Actualizar colección",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        -1300,
        240
      ],
      "parameters": {},
      "typeVersion": 4.2
    },
    {
      "id": "9830b153-1ec5-431a-b2a1-9434934eac79",
      "name": "Obtener carpeta",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        -1080,
        240
      ],
      "parameters": {},
      "typeVersion": 3
    },
    {
      "id": "f7b07a4d-19d6-4e92-9ad8-030bf4371227",
      "name": "Descargar archivos",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        -860,
        240
      ],
      "parameters": {},
      "typeVersion": 3
    },
    {
      "id": "c7aab9a9-6972-4510-8534-cad58d2532df",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        -640,
        440
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "992e7ef4-c08a-4c54-b2df-5489dcc91dcb",
      "name": "Cargador de Datos Predeterminado",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        -460,
        440
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "60b75454-0608-4f86-a9ed-ff55f0046615",
      "name": "Separador de Tokens",
      "type": "@n8n/n8n-nodes-langchain.textSplitterTokenSplitter",
      "position": [
        -440,
        580
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "a7e705e9-9896-46cd-9a69-41aa2e0b9c66",
      "name": "Nota adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1360,
        -240
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "6d004528-4049-41f8-be6d-5a694780f352",
      "name": "Nota adhesiva4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1360,
        180
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "d80d575d-8dc9-43e7-b14d-4a9d00a1330b",
      "name": "Nota adhesiva5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2820,
        -180
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "c82ee641-46fa-4534-b9ff-246caf46d60e",
      "name": "Nota adhesiva6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -60,
        40
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "091602c1-6c19-4dbd-885a-ba393068f6af",
      "name": "Nota adhesiva7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1300,
        40
      ],
      "parameters": {
        "content": ""
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "87411f47-2164-4d91-9416-833740264b6f",
  "connections": {
    "d70f8ef2-e252-4dca-acf5-cec60f80db7c": {
      "ai_tool": [
        [
          {
            "node": "51a0a38b-ab01-47b8-9665-0cbc2be623f6",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "6dc391c8-54bb-4223-b0fb-aa99ba9becb6": {
      "main": [
        [
          {
            "node": "51a0a38b-ab01-47b8-9665-0cbc2be623f6",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "b1f01c72-c1bf-4729-9016-431c06270e92": {
      "main": [
        [
          {
            "node": "53c2db23-0b29-40a8-9c6c-66582785f363",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "9830b153-1ec5-431a-b2a1-9434934eac79": {
      "main": [
        [
          {
            "node": "f7b07a4d-19d6-4e92-9ad8-030bf4371227",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "51a0a38b-ab01-47b8-9665-0cbc2be623f6": {
      "main": [
        [
          {
            "node": "50445cd1-d8e3-4132-b81c-29c61ab4c4e4",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "f7b07a4d-19d6-4e92-9ad8-030bf4371227": {
      "main": [
        [
          {
            "node": "0393e143-7e02-4e25-bd1a-96ade644ee52",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "60b75454-0608-4f86-a9ed-ff55f0046615": {
      "ai_textSplitter": [
        [
          {
            "node": "992e7ef4-c08a-4c54-b2df-5489dcc91dcb",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "063583e6-bb88-4c88-801b-fdd57e2b92a6": {
      "main": [
        [
          {
            "node": "16918647-88af-4a67-8798-e1a24c142d82",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "b4556eea-381d-4ac2-8930-248043ed02e3": {
      "main": [
        [
          {
            "node": "7b6f9c79-95aa-42ee-a0f6-4b1eeec7192c",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "53c2db23-0b29-40a8-9c6c-66582785f363": {
      "main": [
        [
          {
            "node": "4461b2ea-9391-4d16-8e8a-9b5bd077f899",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "16918647-88af-4a67-8798-e1a24c142d82": {
      "main": [
        [
          {
            "node": "19d9fdf0-ee81-4a2b-9f23-f160ffc9ace9",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "c7aab9a9-6972-4510-8534-cad58d2532df": {
      "ai_embedding": [
        [
          {
            "node": "0393e143-7e02-4e25-bd1a-96ade644ee52",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "4461b2ea-9391-4d16-8e8a-9b5bd077f899": {
      "main": [
        [
          {
            "node": "758d752c-06ab-473c-8ebc-ccac5792207d",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "7b6f9c79-95aa-42ee-a0f6-4b1eeec7192c": {
      "main": [
        [
          {
            "node": "063583e6-bb88-4c88-801b-fdd57e2b92a6",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "c9e4d71a-80db-45c9-8cb6-7d645c081de7": {
      "ai_embedding": [
        [
          {
            "node": "9f443fc4-e71a-4152-b304-c4a8cbf8abea",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "41441ea8-f3c0-4b36-8a47-f12e3a624866": {
      "ai_languageModel": [
        [
          {
            "node": "d70f8ef2-e252-4dca-acf5-cec60f80db7c",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "d9884de0-7389-4cd8-9657-80fffa95fe34": {
      "ai_languageModel": [
        [
          {
            "node": "51a0a38b-ab01-47b8-9665-0cbc2be623f6",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "57e406c7-5b52-49c1-a4c6-bee15d97bdcd": {
      "ai_languageModel": [
        [
          {
            "node": "7b6f9c79-95aa-42ee-a0f6-4b1eeec7192c",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "2d995c22-3ac9-4714-a7b8-0f9d58b44385": {
      "main": [
        [
          {
            "node": "9830b153-1ec5-431a-b2a1-9434934eac79",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "992e7ef4-c08a-4c54-b2df-5489dcc91dcb": {
      "ai_document": [
        [
          {
            "node": "0393e143-7e02-4e25-bd1a-96ade644ee52",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "1404754e-362c-45a8-a48d-5bdd81903ed5": {
      "ai_outputParser": [
        [
          {
            "node": "7b6f9c79-95aa-42ee-a0f6-4b1eeec7192c",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "9f443fc4-e71a-4152-b304-c4a8cbf8abea": {
      "ai_vectorStore": [
        [
          {
            "node": "d70f8ef2-e252-4dca-acf5-cec60f80db7c",
            "type": "ai_vectorStore",
            "index": 0
          }
        ]
      ]
    },
    "5849e29d-80bb-4b4b-b01c-5df0e125710d": {
      "main": [
        [
          {
            "node": "1a16e82c-1072-4a68-8e32-2ebb93afa211",
            "type": "main",
            "index": 0
          },
          {
            "node": "2d995c22-3ac9-4714-a7b8-0f9d58b44385",
            "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 - Soporte, 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.

Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos34
Categoría2
Tipos de nodos17
Descripción de la dificultad

Adecuado para usuarios avanzados, flujos de trabajo complejos con 16+ nodos

Autor
Sam Yassine

Sam Yassine

@samyassine

AI Automation Expert | n8n Wizard | Workflow Simplifier I turn complex processes into powerful automations using n8n. Whether you're scaling your business or saving hours of manual work, I've got plug-and-play templates that bring AI and automation together—fast, smart, and easy. Let’s make your systems work for you.

Enlaces externos
Ver en n8n.io

Compartir este flujo de trabajo

Categorías

Categorías: 34