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Experte

Dies ist ein Internal Wiki, AI RAG-Bereich Automatisierungsworkflow mit 20 Nodes. Hauptsächlich werden Set, GoogleDrive, Agent, ExtractFromFile, LmOllama und andere Nodes verwendet. Erstellen Sie ein privates Dokumenten-Fragen-Antwort-System mit Llama3, Postgres, Qdrant und Google Drive

Voraussetzungen
  • •Google Drive API-Anmeldedaten
  • •Qdrant-Serververbindungsdaten
  • •PostgreSQL-Datenbankverbindungsdaten

Verwendete Nodes (20)

Set
StickyNote
GoogleDrive
Agent
ExtractFromFile
LmOllama
GoogleDriveTrigger
ChatTrigger
LmChatOllama
ToolVectorStore
EmbeddingsOllama
VectorStoreQdrant
MemoryPostgresChat
DocumentDefaultDataLoader
TextSplitterRecursiveCharacterTextSplitter

Kategorie

Internes Wiki
KI RAG
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
React Flow
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
  "id": "VqgG9dsRgPuxiNDW",
  "meta": {
    "instanceId": "5ddd5df8055e38d81880227d5c6dcdf1994486d01343a3c0e8e3e8bba2c674e7",
    "templateCredsSetupCompleted": true
  },
  "name": "n8n local test",
  "tags": [],
  "nodes": [
    {
      "id": "250ff8ae-f645-4644-af93-f2148549ed86",
      "name": "Wenn Chat-Nachricht empfangen",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -940,
        580
      ],
      "webhookId": "e0526870-3bc3-4dfc-9914-8e68363c4621",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "fbcc24b9-f983-49af-a7b9-dc78277e746c",
      "name": "KI-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -660,
        560
      ],
      "parameters": {
        "options": {
          "systemMessage": "You are a helpful assistant you have access to a knowledge base"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "03cfe40b-62ca-41af-ba97-80072e018e3d",
      "name": "Ollama Chat-Modell",
      "type": "@n8n/n8n-nodes-langchain.lmChatOllama",
      "position": [
        -840,
        400
      ],
      "parameters": {
        "model": "llama3.2:latest",
        "options": {}
      },
      "credentials": {
        "ollamaApi": {
          "id": "n77wZlvZvtjVPvN8",
          "name": "Ollama account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "5c16650c-44a9-4c5f-b8f2-d0e9e5a0f41d",
      "name": "Postgres Chat-Speicher",
      "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
      "position": [
        -720,
        380
      ],
      "parameters": {},
      "credentials": {
        "postgres": {
          "id": "dd7SihZdZXIWFCAf",
          "name": "Postgres account"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "d975770d-0463-480c-aa70-33395f5f40b2",
      "name": "Qdrant Vektorspeicher",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "position": [
        660,
        460
      ],
      "parameters": {
        "options": {},
        "qdrantCollection": {
          "__rl": true,
          "mode": "list",
          "value": "midjourney",
          "cachedResultName": "midjourney"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "cbWjDnr5YQkhxhly",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "a5282142-d4dc-40b9-bff9-93df5fc5905f",
      "name": "Ollama Modell",
      "type": "@n8n/n8n-nodes-langchain.lmOllama",
      "position": [
        400,
        360
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "ollamaApi": {
          "id": "n77wZlvZvtjVPvN8",
          "name": "Ollama account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "76a8d5b3-0c41-4f6c-b3c1-6a00ce555b23",
      "name": "Embeddings Ollama",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOllama",
      "position": [
        480,
        520
      ],
      "parameters": {},
      "credentials": {
        "ollamaApi": {
          "id": "n77wZlvZvtjVPvN8",
          "name": "Ollama account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "3d6d64f3-b1d3-4453-9f17-6d3a55273407",
      "name": "Fragen mit Vektorspeicher beantworten",
      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
      "position": [
        620,
        320
      ],
      "parameters": {
        "description": "this tool will be used to retrieve knowledge"
      },
      "typeVersion": 1.1
    },
    {
      "id": "312d4235-a534-45f2-8cba-475b12874281",
      "name": "Haftnotiz",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -960,
        320
      ],
      "parameters": {
        "color": 7,
        "width": 660,
        "height": 480,
        "content": "## Local Rag AI AGENT  \n"
      },
      "typeVersion": 1
    },
    {
      "id": "832d366c-3eb4-4845-8661-067fc12d278b",
      "name": "Haftnotiz1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        240,
        240
      ],
      "parameters": {
        "color": 4,
        "width": 720,
        "height": 460,
        "content": "## Qdrant Vector store and Ollama Embeddings\n"
      },
      "typeVersion": 1
    },
    {
      "id": "49d25a7c-432c-4794-ad49-c6dc57685120",
      "name": "Datei erstellt",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        -760,
        900
      ],
      "parameters": {
        "event": "fileCreated",
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "1uf6zZN51rgAuQgid4-Oi314f6mJIQdiB",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1uf6zZN51rgAuQgid4-Oi314f6mJIQdiB",
          "cachedResultName": "Daex"
        }
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "Libd6umJKamTZGV1",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "39b32d2b-b4c7-44de-8f86-f519be58e4b5",
      "name": "Datei aktualisiert",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        -760,
        1100
      ],
      "parameters": {
        "event": "fileUpdated",
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "1914m3M7kRzkd5RJqAfzRY9EBcJrKemZC",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1914m3M7kRzkd5RJqAfzRY9EBcJrKemZC",
          "cachedResultName": "Meeting Notes"
        }
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "Libd6umJKamTZGV1",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "b5cf9dc7-7bd9-41a3-b736-6417de3cf4b0",
      "name": "Datei-ID setzen",
      "type": "n8n-nodes-base.set",
      "position": [
        -540,
        1000
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "10646eae-ae46-4327-a4dc-9987c2d76173",
              "name": "file_id",
              "type": "string",
              "value": "={{ $json.id }}"
            },
            {
              "id": "dd0aa081-79e7-4714-8a67-1e898285554c",
              "name": "folder_id",
              "type": "string",
              "value": "={{ $json.parents[0] }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "fee137e8-a785-4a07-a3f7-84f1d15438f8",
      "name": "Datei herunterladen",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        -100,
        1000
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $('Set File ID').item.json.file_id }}"
        },
        "options": {
          "googleFileConversion": {
            "conversion": {
              "docsToFormat": "text/plain"
            }
          }
        },
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "Libd6umJKamTZGV1",
          "name": "Google Drive account"
        }
      },
      "executeOnce": true,
      "typeVersion": 3
    },
    {
      "id": "03adfdbf-1dc4-48c4-9263-5660f1abb505",
      "name": "Dokumententext extrahieren",
      "type": "n8n-nodes-base.extractFromFile",
      "position": [
        120,
        1000
      ],
      "parameters": {
        "options": {},
        "operation": "text"
      },
      "typeVersion": 1,
      "alwaysOutputData": true
    },
    {
      "id": "5490338c-f7a4-4e14-a493-b2f3d60af56f",
      "name": "Standard-Datenlader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        460,
        1222.5
      ],
      "parameters": {
        "options": {
          "metadata": {
            "metadataValues": [
              {
                "name": "file_id",
                "value": "={{ $('Set File ID').item.json.file_id }}"
              },
              {
                "name": "folder_id",
                "value": "={{ $('Set File ID').item.json.folder_id }}"
              }
            ]
          }
        }
      },
      "typeVersion": 1
    },
    {
      "id": "1bcb0f4f-92bb-40e6-a1a9-2a2acd232202",
      "name": "Rekursiver Zeichen-Text-Splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        548,
        1420
      ],
      "parameters": {
        "options": {},
        "chunkSize": 100
      },
      "typeVersion": 1
    },
    {
      "id": "f3f1d04c-050e-4aa6-85b1-cbb4b3eaf591",
      "name": "Embeddings Ollama1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOllama",
      "position": [
        340,
        1220
      ],
      "parameters": {
        "model": "llama3.2:latest"
      },
      "credentials": {
        "ollamaApi": {
          "id": "n77wZlvZvtjVPvN8",
          "name": "Ollama account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "066b5093-a034-43e8-a5ea-72aea5770d6c",
      "name": "Qdrant Vektorspeicher-Einfügung",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
      "position": [
        340,
        980
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "qdrantCollection": {
          "__rl": true,
          "mode": "list",
          "value": "midjourney",
          "cachedResultName": "midjourney"
        }
      },
      "credentials": {
        "qdrantApi": {
          "id": "cbWjDnr5YQkhxhly",
          "name": "QdrantApi account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "d85eda28-8be7-4b0d-97bf-254c39a3f690",
      "name": "Haftnotiz4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -806.5,
        855
      ],
      "parameters": {
        "color": 5,
        "width": 1568.9362829025763,
        "height": 705.2695614889159,
        "content": "## Workflow to Create Local Knowledgebase from Google Drive Folder"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "ecc4d322-242f-4c1e-a43a-18d79efde064",
  "connections": {
    "b5cf9dc7-7bd9-41a3-b736-6417de3cf4b0": {
      "main": [
        [
          {
            "node": "fee137e8-a785-4a07-a3f7-84f1d15438f8",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "49d25a7c-432c-4794-ad49-c6dc57685120": {
      "main": [
        [
          {
            "node": "b5cf9dc7-7bd9-41a3-b736-6417de3cf4b0",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "39b32d2b-b4c7-44de-8f86-f519be58e4b5": {
      "main": [
        [
          {
            "node": "b5cf9dc7-7bd9-41a3-b736-6417de3cf4b0",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "a5282142-d4dc-40b9-bff9-93df5fc5905f": {
      "ai_languageModel": [
        [
          {
            "node": "3d6d64f3-b1d3-4453-9f17-6d3a55273407",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "fee137e8-a785-4a07-a3f7-84f1d15438f8": {
      "main": [
        [
          {
            "node": "03adfdbf-1dc4-48c4-9263-5660f1abb505",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "76a8d5b3-0c41-4f6c-b3c1-6a00ce555b23": {
      "ai_embedding": [
        [
          {
            "node": "d975770d-0463-480c-aa70-33395f5f40b2",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "03cfe40b-62ca-41af-ba97-80072e018e3d": {
      "ai_languageModel": [
        [
          {
            "node": "fbcc24b9-f983-49af-a7b9-dc78277e746c",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "f3f1d04c-050e-4aa6-85b1-cbb4b3eaf591": {
      "ai_embedding": [
        [
          {
            "node": "066b5093-a034-43e8-a5ea-72aea5770d6c",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "5490338c-f7a4-4e14-a493-b2f3d60af56f": {
      "ai_document": [
        [
          {
            "node": "066b5093-a034-43e8-a5ea-72aea5770d6c",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "d975770d-0463-480c-aa70-33395f5f40b2": {
      "ai_vectorStore": [
        [
          {
            "node": "3d6d64f3-b1d3-4453-9f17-6d3a55273407",
            "type": "ai_vectorStore",
            "index": 0
          }
        ]
      ]
    },
    "5c16650c-44a9-4c5f-b8f2-d0e9e5a0f41d": {
      "ai_memory": [
        [
          {
            "node": "fbcc24b9-f983-49af-a7b9-dc78277e746c",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "03adfdbf-1dc4-48c4-9263-5660f1abb505": {
      "main": [
        [
          {
            "node": "066b5093-a034-43e8-a5ea-72aea5770d6c",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "250ff8ae-f645-4644-af93-f2148549ed86": {
      "main": [
        [
          {
            "node": "fbcc24b9-f983-49af-a7b9-dc78277e746c",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "1bcb0f4f-92bb-40e6-a1a9-2a2acd232202": {
      "ai_textSplitter": [
        [
          {
            "node": "5490338c-f7a4-4e14-a493-b2f3d60af56f",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "3d6d64f3-b1d3-4453-9f17-6d3a55273407": {
      "ai_tool": [
        [
          {
            "node": "fbcc24b9-f983-49af-a7b9-dc78277e746c",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  }
}
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?

Experte - Internes Wiki, KI RAG

Ist es kostenpflichtig?

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

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Autor
David Olusola

David Olusola

@dae221

AI automation consultant working with ambitious businesses on their most complex operational challenges. For project inquiries, reach me at david@daexai.com

Externe Links
Auf n8n.io ansehen →

Diesen Workflow teilen

Kategorien

Multimodales KI
1540
Künstliche Intelligenz
1108
Content-Erstellung
695
KI-Zusammenfassung
516
Marketing
419
KI-Chatbot
251
Engineering
241
Marktforschung
203
Verschiedenes
193
Sonstiges
176
Vertrieb
162
IT-Betrieb
156
Dokumentenextraktion
147
KI RAG
146
Bausteine
144
Soziale Medien
137
Lead-Generierung
125
Persönliche Produktivität
117
DevOps
111
Personalwesen
101
Support
97
Lead-Pflege
87
Kundenbeziehungsmanagement
82
Finanzen
81
Produkt
77
Support-Chatbot
76
Design
70
Ticketverwaltung
67
Sicherheitsbetrieb
57
Rechnungsverarbeitung
53
Krypto-Handel
49
Dateiverwaltung
39
Projektmanagement
35
Internes Wiki
32

Kategorien: 34