Automatische Aktualisierung von Wissensdaten aus Google Drive mit LlamaIndex + Azure OpenAI

Name: Automatische Aktualisierung von Wissensdaten aus Google Drive mit LlamaIndex + Azure OpenAI
Rating: 4.5 (10 reviews)
Author: Khairul Muhtadin

Fortgeschritten

Dies ist ein Content Creation, Multimodal AI-Bereich Automatisierungsworkflow mit 12 Nodes. Hauptsächlich werden If, Wait, GoogleDrive, HttpRequest, GoogleDriveTrigger und andere Nodes verwendet. Automatische Aktualisierung des Wissenspeichers mit Google Drive, LlamaIndex und Azure OpenAI-Einbettungen

Voraussetzungen

•Google Drive API-Anmeldedaten
•Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
•OpenAI API Key

Verwendete Nodes (12)

EmbeddingsAzureOpenAi

DocumentDefaultDataLoader

Kategorie

Content-Erstellung

Multimodales KI

Workflow-Vorschau

Visualisierung der Node-Verbindungen, mit Zoom und Pan

Daten in Store einfügen

Embeddings Azure OpenAI

Standard-Datenlader1

Parsing-Abschluss prüfen1

Wissensdatenbank-Aktualisierungsauslöser

Wissensdokument herunterladen

Dokument via LlamaIndex parsen

Dokumentverarbeitung überwachen

Geparste Inhalte abrufen

Wartezeit vor Status-Neuprüfung

React Flow

Workflow exportieren

Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n

{
  "id": "049HY4CxQZX4a53d",
  "meta": {
    "instanceId": "c2650793f644091dc80fb900fe63448ad1f4b774008de9608064d67294f8307c"
  },
  "name": "Auto-Update Knowledge Base from Google Drive using LlamaIndex + Azure OpenAI",
  "tags": [],
  "nodes": [
    {
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      "name": "Notizzettel",
      "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": "Daten in Store einfügen",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
      "position": [
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        336
      ],
      "parameters": {
        "mode": "insert",
        "memoryKey": {
          "__rl": true,
          "mode": "list",
          "value": "n8n KB"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "542da5cc-ad0f-408a-babe-ce8fce3cced6",
      "name": "Embeddings Azure OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
      "position": [
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        560
      ],
      "parameters": {
        "model": "3small",
        "options": {}
      },
      "credentials": {
        "azureOpenAiApi": {
          "id": "PyHApZfeVvAxoF4c",
          "name": "3small embedd"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "53e26710-ff6e-4325-8dc0-88380f5c4ffe",
      "name": "Standard-Datenlader1",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        1680,
        560
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "4c86de41-8cce-49f5-93c5-44bf7127d46a",
      "name": "Parsing-Abschluss prüfen1",
      "type": "n8n-nodes-base.if",
      "position": [
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      ],
      "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": "Notizzettel1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "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": "Wissensdatenbank-Aktualisierungsauslöser",
      "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": "Wissensdokument herunterladen",
      "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": "Dokument via LlamaIndex parsen",
      "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": "Dokumentverarbeitung überwachen",
      "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": "Geparste Inhalte abrufen",
      "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": "Wartezeit vor Status-Neuprüfung",
      "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": {
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    "944bc27a-4d5d-450e-a4be-6a3fa361dbf5": {
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    "dc9d019c-5d7b-494f-afb2-e22fd602f6de": {
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    "36d2a934-2b82-42f8-9296-bd72099f97bf": {
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    "b6840dfd-cfbe-4362-a9df-2b7fce796a1f": {
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    }
  }
}

Häufig gestellte Fragen

Wie verwende ich diesen Workflow?

Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.

Für welche Szenarien ist dieser Workflow geeignet?

Fortgeschritten - Content-Erstellung, Multimodales KI

Ist es kostenpflichtig?

Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.