Usar LlamaIndex + Azure OpenAI para actualizar automáticamente la base de conocimiento desde Google Drive

Name: Usar LlamaIndex + Azure OpenAI para actualizar automáticamente la base de conocimiento desde Google Drive
Rating: 4.5 (10 reviews)
Author: Khairul Muhtadin

Intermedio

Este es unContent Creation, Multimodal AIflujo de automatización del dominio deautomatización que contiene 12 nodos.Utiliza principalmente nodos como If, Wait, GoogleDrive, HttpRequest, GoogleDriveTrigger. Actualizar automáticamente la base de conocimiento usando Google Drive, LlamaIndex y Azure OpenAI embeddings

Requisitos previos

•Credenciales de API de Google Drive
•Pueden requerirse credenciales de autenticación para la API de destino
•Clave de API de OpenAI

Nodos utilizados (12)

EmbeddingsAzureOpenAi

DocumentDefaultDataLoader

Categoría

Creación de contenido

IA Multimodal

Vista previa del flujo de trabajo

Visualización de las conexiones entre nodos, con soporte para zoom y panorámica

Insertar Datos en Almacenamiento

Incrustaciones Azure OpenAI

Cargador de Datos Predeterminado1

Verificar Finalización de Análisis1

Activador de Base de Conocimientos Actualizada

Descargar Documento de Conocimiento

Analizar Documento vía LlamaIndex

Monitorear Procesamiento de Documento

Recuperar Contenido Analizado

Esperar Antes de Revisar Estado

React Flow

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": "c2650793f644091dc80fb900fe63448ad1f4b774008de9608064d67294f8307c"
  },
  "name": "Auto-Update Knowledge Base from Google Drive using LlamaIndex + Azure OpenAI",
  "tags": [],
  "nodes": [
    {
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      "name": "Nota Adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        0,
        0
      ],
      "parameters": {
        "color": 5,
        "width": 1888,
        "height": 1004,
        "content": "\n# Knowledge Base"
      },
      "typeVersion": 1
    },
    {
      "id": "d9eb38a7-38af-4dae-97a4-0fbb21b26c87",
      "name": "Insertar Datos en Almacenamiento",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
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      ],
      "parameters": {
        "mode": "insert",
        "memoryKey": {
          "__rl": true,
          "mode": "list",
          "value": "n8n KB"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "542da5cc-ad0f-408a-babe-ce8fce3cced6",
      "name": "Incrustaciones Azure OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
      "position": [
        1488,
        560
      ],
      "parameters": {
        "model": "3small",
        "options": {}
      },
      "credentials": {
        "azureOpenAiApi": {
          "id": "PyHApZfeVvAxoF4c",
          "name": "3small embedd"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "53e26710-ff6e-4325-8dc0-88380f5c4ffe",
      "name": "Cargador de Datos Predeterminado1",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        1680,
        560
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "4c86de41-8cce-49f5-93c5-44bf7127d46a",
      "name": "Verificar Finalización de Análisis1",
      "type": "n8n-nodes-base.if",
      "position": [
        1040,
        384
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "921ff875-817d-47fd-bd47-530ebdc21902",
              "operator": {
                "name": "filter.operator.equals",
                "type": "string",
                "operation": "equals"
              },
              "leftValue": "={{ $json.status }}",
              "rightValue": "SUCCESS"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "6dae5398-fe30-4415-84e2-74eacbad9401",
      "name": "Nota Adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1952,
        0
      ],
      "parameters": {
        "width": 688,
        "height": 1008,
        "content": "# 📋 Credentials Setup Guide\n\n## Required Credentials\n\n### 1. Azure OpenAI API\n**Node:** Embeddings Azure OpenAI\n- **Purpose:** Generate embeddings for vector storage\n- **Setup:**\n  1. Go to [Azure Portal](https://portal.azure.com)\n  2. Create/access Azure OpenAI resource\n  3. Navigate to \"Keys and Endpoint\"\n  4. Copy API Key and Endpoint\n  5. In n8n: Add credential \"Azure OpenAI\"\n  6. Paste API Key, Endpoint, and set deployment name to \"3small\"\n\n### 2. LlamaIndex API\n**Node:** Parse Document via LlamaIndex1\n- **Purpose:** Parse documents using LlamaIndex cloud service\n- **Setup:**\n  1. Visit [LlamaIndex Cloud](https://cloud.llamaindex.ai)\n  2. Sign up/login to account\n  3. Go to API Settings\n  4. Generate new API key\n  5. In n8n: Add \"HTTP Header Auth\" credential\n  6. Header Name: `Authorization`\n  7. Header Value: `Bearer YOUR_API_KEY`\n\n### 3. Google Drive OAuth2\n**Node:** Knowledge Base Updated Trigger1 & Download Knowledge Document1\n- **Purpose:** Monitor and download files from Google Drive\n- **Setup:**\n  1. Go to [Google Cloud Console](https://console.cloud.google.com)\n  2. Create new project or select existing\n  3. Enable Google Drive API\n  4. Create OAuth 2.0 credentials\n  5. Add authorized redirect URI from n8n\n  6. In n8n: Add \"Google Drive OAuth2\" credential\n  7. Enter Client ID and Client Secret\n  8. Complete OAuth flow"
      },
      "typeVersion": 1
    },
    {
      "id": "b6840dfd-cfbe-4362-a9df-2b7fce796a1f",
      "name": "Activador de Base de Conocimientos Actualizada",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        144,
        464
      ],
      "parameters": {
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFile",
        "fileToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "10maY1IaeelAKV5xBe5DsHiKEXCoAeAFuH2sWfZkvXa4",
          "cachedResultUrl": "https://docs.google.com/document/d/10maY1IaeelAKV5xBe5DsHiKEXCoAeAFuH2sWfZkvXa4/edit?usp=drivesdk",
          "cachedResultName": "n8n Template Guideline"
        }
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "qhTzSrkPoDyRkz5w",
          "name": "contactkhmuhtadin@gmail.com"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "944bc27a-4d5d-450e-a4be-6a3fa361dbf5",
      "name": "Descargar Documento de Conocimiento",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        368,
        464
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "list",
          "value": "10maY1IaeelAKV5xBe5DsHiKEXCoAeAFuH2sWfZkvXa4",
          "cachedResultUrl": "https://docs.google.com/document/d/10maY1IaeelAKV5xBe5DsHiKEXCoAeAFuH2sWfZkvXa4/edit?usp=drivesdk",
          "cachedResultName": "n8n Template Guideline"
        },
        "options": {},
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "qhTzSrkPoDyRkz5w",
          "name": "contactkhmuhtadin@gmail.com"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "36d2a934-2b82-42f8-9296-bd72099f97bf",
      "name": "Analizar Documento vía LlamaIndex",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        592,
        464
      ],
      "parameters": {
        "url": "https://api.cloud.llamaindex.ai/api/v1/parsing/upload",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "contentType": "multipart-form-data",
        "sendHeaders": true,
        "authentication": "genericCredentialType",
        "bodyParameters": {
          "parameters": [
            {
              "name": "file",
              "parameterType": "formBinaryData",
              "inputDataFieldName": "data"
            }
          ]
        },
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "accept",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "4hJbMGqzerAxpVEw",
          "name": "llamaindex"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "dc9d019c-5d7b-494f-afb2-e22fd602f6de",
      "name": "Monitorear Procesamiento de Documento",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        816,
        464
      ],
      "parameters": {
        "url": "=https://api.cloud.llamaindex.ai/api/v1/parsing/job/{{ $json.id }}",
        "options": {},
        "sendHeaders": true,
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "accept",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "4hJbMGqzerAxpVEw",
          "name": "llamaindex"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "431b88a4-7b20-424c-afd4-cf3afab67f69",
      "name": "Recuperar Contenido Analizado",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1264,
        336
      ],
      "parameters": {
        "url": "=https://api.cloud.llamaindex.ai/api/v1/parsing/job/{{ $json.id }}/result/markdown",
        "options": {},
        "sendHeaders": true,
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "accept",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "4hJbMGqzerAxpVEw",
          "name": "llamaindex"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "5ffdad42-66de-4899-838e-83aacacd231e",
      "name": "Esperar Antes de Revisar Estado",
      "type": "n8n-nodes-base.wait",
      "position": [
        1264,
        560
      ],
      "webhookId": "ba3e8cc1-4b9e-4eee-bf41-78862eea8023",
      "parameters": {
        "amount": 10
      },
      "typeVersion": 1.1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "db6d5f9f-520b-4b72-a4fc-f1985143580f",
  "connections": {
    "53e26710-ff6e-4325-8dc0-88380f5c4ffe": {
      "ai_document": [
        [
          {
            "node": "d9eb38a7-38af-4dae-97a4-0fbb21b26c87",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "542da5cc-ad0f-408a-babe-ce8fce3cced6": {
      "ai_embedding": [
        [
          {
            "node": "d9eb38a7-38af-4dae-97a4-0fbb21b26c87",
            "type": "ai_embedding",
            "index": 0
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        ]
      ]
    },
    "431b88a4-7b20-424c-afd4-cf3afab67f69": {
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    "4c86de41-8cce-49f5-93c5-44bf7127d46a": {
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    "5ffdad42-66de-4899-838e-83aacacd231e": {
      "main": [
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    "944bc27a-4d5d-450e-a4be-6a3fa361dbf5": {
      "main": [
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            "type": "main",
            "index": 0
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    "dc9d019c-5d7b-494f-afb2-e22fd602f6de": {
      "main": [
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    "36d2a934-2b82-42f8-9296-bd72099f97bf": {
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    },
    "b6840dfd-cfbe-4362-a9df-2b7fce796a1f": {
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            "node": "944bc27a-4d5d-450e-a4be-6a3fa361dbf5",
            "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?

Intermedio - Creación de contenido, IA Multimodal

¿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.