RAG

Avanzado

Este es unInternal Wiki, AI RAGflujo de automatización del dominio deautomatización que contiene 28 nodos.Utiliza principalmente nodos como Set, Slack, GoogleDrive, SlackTrigger, Agent. Usar Pinecone para generar recomendaciones contextuales a partir de Slack

Requisitos previos
  • Bot Token de Slack o URL de Webhook
  • Credenciales de API de Google Drive
  • Credenciales de API de Google Sheets
  • Clave de API de OpenAI
  • Clave de API de Pinecone
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
{
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  "meta": {
    "instanceId": "8443f10082278c46aa5cf3acf8ff0f70061a2c58bce76efac814b16290845177"
  },
  "name": "RAG",
  "tags": [],
  "nodes": [
    {
      "id": "0c522a5e-eab3-492b-8875-3035725641f1",
      "name": "Disparador de Slack",
      "type": "n8n-nodes-base.slackTrigger",
      "position": [
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      ],
      "webhookId": "419966a1-e8f1-481b-a27f-9389f1204001",
      "parameters": {},
      "typeVersion": 1
    },
    {
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      "name": "Agentee de IA1",
      "type": "@n8n/n8n-nodes-langchain.agent",
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      ],
      "parameters": {},
      "typeVersion": 2
    },
    {
      "id": "48964ea1-4b35-45a2-af44-1e6ef906e1b2",
      "name": "Azure Modelo de chat OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
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      "name": "Pinecone Almacén de vectores2",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
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      ],
      "parameters": {},
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    },
    {
      "id": "3346c942-a5ec-400c-9ad7-e6f5a385553e",
      "name": "Incrustaciones Azure OpenAI2",
      "type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "807f938a-9684-46da-9204-0506cf7ac1a8",
      "name": "Obtener fila(s) en hoja en Hojas de Google",
      "type": "n8n-nodes-base.googleSheetsTool",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 4.6
    },
    {
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      "name": "Reranker Cohere1",
      "type": "@n8n/n8n-nodes-langchain.rerankerCohere",
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      "parameters": {},
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    {
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      "name": "Analizador de Salida Estructurada1",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
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      ],
      "parameters": {},
      "typeVersion": 1.3
    },
    {
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      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
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      "parameters": {},
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    {
      "id": "6d4c94ef-6df7-4a48-83d2-e2d10fda1678",
      "name": "Incrustaciones Azure OpenAI5",
      "type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "26c39fa6-ec81-47e0-ba5c-b21bec4d045e",
      "name": "Reranker Cohere3",
      "type": "@n8n/n8n-nodes-langchain.rerankerCohere",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "f2a81baa-7035-4947-a6ab-c55d567a420b",
      "name": "Agentee de IA3",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 2
    },
    {
      "id": "4441929d-cb5e-4ec2-bb59-6779d58e3e02",
      "name": "Azure Modelo de chat OpenAI3",
      "type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
      "position": [
        2176,
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "2e056c6a-8261-4159-a1d7-2a25d01c0f13",
      "name": "Analizador de Salida Auto-corrector",
      "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "aab927a0-9bef-4680-92e6-5f72e08c5cc3",
      "name": "Analizador de Salida Estructurada2",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
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      "parameters": {},
      "typeVersion": 1.3
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    {
      "id": "1774d8b6-f0a4-4d7f-827f-ce8cf2ba356f",
      "name": "Agentee de IA",
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      "position": [
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      "parameters": {},
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    {
      "id": "cc8e9c3e-bc06-4dbc-a37e-99219527c9ff",
      "name": "Azure Modelo de chat OpenAI",
      "type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
      "position": [
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      ],
      "parameters": {},
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    },
    {
      "id": "4ff1e95e-5022-4021-8afc-ae9cc8084e37",
      "name": "Analizador de Salida Estructurada",
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      "parameters": {},
      "typeVersion": 1.3
    },
    {
      "id": "ee9d3653-e25c-4688-a3fa-6196781c8e40",
      "name": "Descargar archivo",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
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      ],
      "parameters": {},
      "typeVersion": 3
    },
    {
      "id": "b0a29268-2e3a-4b69-ad4c-785b8d3b37c4",
      "name": "Extraer de Archivo",
      "type": "n8n-nodes-base.extractFromFile",
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    {
      "id": "715b6321-360c-4dcf-b8f1-1bb3de5de5bf",
      "name": "Enviar un mensaje",
      "type": "n8n-nodes-base.slack",
      "position": [
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      ],
      "webhookId": "d1c00971-d4db-44ed-b7ea-402ce20d534e",
      "parameters": {},
      "typeVersion": 2.3
    },
    {
      "id": "e066f9cd-8179-4a59-bf3c-ebf2ae82781c",
      "name": "Editar Campos",
      "type": "n8n-nodes-base.set",
      "position": [
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      "parameters": {},
      "typeVersion": 3.4
    },
    {
      "id": "93f1bbac-6b17-4e6a-bed6-5372ca30adcf",
      "name": "Nota Adhesiva",
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      "parameters": {
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    {
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      "name": "Nota Adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
        "content": ""
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      "typeVersion": 1
    },
    {
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      "name": "Nota Adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
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    {
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      "name": "Nota Adhesiva4",
      "type": "n8n-nodes-base.stickyNote",
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      "parameters": {
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    {
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      "name": "Nota Adhesiva5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
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    {
      "id": "a0880474-5190-4db5-bebc-c62cc96b1fb4",
      "name": "Nota Adhesiva6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "content": ""
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  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "fdf7f61f-95e6-42f5-8fd7-d55c38e83d20",
  "connections": {
    "Agente de IA": {
      "main": [
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          {
            "node": "ee9d3653-e25c-4688-a3fa-6196781c8e40",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Agente de IA1": {
      "main": [
        [
          {
            "node": "Pinecone Vector Store5",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Agente de IA3": {
      "main": [
        [
          {
            "node": "e066f9cd-8179-4a59-bf3c-ebf2ae82781c",
            "type": "main",
            "index": 0
          }
        ]
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    },
    "e066f9cd-8179-4a59-bf3c-ebf2ae82781c": {
      "main": [
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          }
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    },
    "ee9d3653-e25c-4688-a3fa-6196781c8e40": {
      "main": [
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            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Slack Trigger": {
      "main": [
        [
          {
            "node": "Agente de IA",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "2f3b98d3-d326-4454-9ce4-3fe9cd5c8c1f": {
      "ai_reranker": [
        [
          {
            "node": "Pinecone Vector Store2",
            "type": "ai_reranker",
            "index": 0
          }
        ]
      ]
    },
    "26c39fa6-ec81-47e0-ba5c-b21bec4d045e": {
      "ai_reranker": [
        [
          {
            "node": "Pinecone Vector Store5",
            "type": "ai_reranker",
            "index": 0
          }
        ]
      ]
    },
    "b0a29268-2e3a-4b69-ad4c-785b8d3b37c4": {
      "main": [
        [
          {
            "node": "Agente de IA1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Pinecone Vector Store2": {
      "ai_tool": [
        [
          {
            "node": "Agente de IA1",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Pinecone Vector Store5": {
      "main": [
        [
          {
            "node": "Agente de IA3",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Azure OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "Agente de IA",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Azure OpenAI Chat Model1": {
      "ai_languageModel": [
        [
          {
            "node": "Agente de IA1",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Azure OpenAI Chat Model3": {
      "ai_languageModel": [
        [
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            "type": "ai_languageModel",
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          },
          {
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            "type": "ai_languageModel",
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        ]
      ]
    },
    "Embeddings Azure OpenAI2": {
      "ai_embedding": [
        [
          {
            "node": "Pinecone Vector Store2",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings Azure OpenAI5": {
      "ai_embedding": [
        [
          {
            "node": "Pinecone Vector Store5",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "4ff1e95e-5022-4021-8afc-ae9cc8084e37": {
      "ai_outputParser": [
        [
          {
            "node": "Agente de IA",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "2e056c6a-8261-4159-a1d7-2a25d01c0f13": {
      "ai_outputParser": [
        [
          {
            "node": "Agente de IA3",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "54d785d1-db28-4d21-b9e2-a23d160c633a": {
      "ai_outputParser": [
        [
          {
            "node": "Agente de IA1",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "aab927a0-9bef-4680-92e6-5f72e08c5cc3": {
      "ai_outputParser": [
        [
          {
            "node": "2e056c6a-8261-4159-a1d7-2a25d01c0f13",
            "type": "ai_outputParser",
            "index": 0
          }
        ]
      ]
    },
    "Obtener fila(s) en hoja en Google Sheets": {
      "ai_tool": [
        [
          {
            "node": "Agente de IA1",
            "type": "ai_tool",
            "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 - Wiki interno, RAG de IA

¿Es de pago?

Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.

Flujos de trabajo relacionados recomendados

Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos28
Categoría2
Tipos de nodos14
Descripción de la dificultad

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

Autor
Rahul Joshi

Rahul Joshi

@rahul08

Rahul Joshi is a seasoned technology leader specializing in the n8n automation tool and AI-driven workflow automation. With deep expertise in building open-source workflow automation and self-hosted automation platforms, he helps organizations eliminate manual processes through intelligent n8n ai agent automation solutions.

Enlaces externos
Ver en n8n.io

Compartir este flujo de trabajo

Categorías

Categorías: 34