Système RAG V2 - Mise à jour de la documentation

Name: Système RAG V2 - Mise à jour de la documentation
Rating: 4.5 (10 reviews)
Author: edisantosa

Avancé

Ceci est unDocument Extraction, AI RAGworkflow d'automatisation du domainecontenant 22 nœuds.Utilise principalement des nœuds comme If, Set, Limit, Switch, Supabase. Maintenir un système RAG à jour dans la base de vecteurs Supabase via les changements de fichiers Google Drive

Prérequis

•URL et Clé API Supabase
•Informations d'identification Google Drive API
•Peut nécessiter les informations d'identification d'authentification de l'API cible
•Clé API OpenAI

Nœuds utilisés (22)

DocumentDefaultDataLoader

TextSplitterRecursiveCharacterTextSplitter

Catégorie

Extraction de documents

RAG IA

Aperçu du workflow

Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement

Définir l'ID du fichier

Supprimer les anciennes lignes de document

Télécharger le fichier

Agréger

Résumer

Extraire le texte PDF1

Extraire d'Excel1

Convertir en Google Doc2

Supprimer le fichier1

Séparateur de texte récursif1

Embeddings OpenAI2

Chargeur de données par défaut amélioré2

Boucler sur les éléments1

Fichier mis à jour

Insérer dans Supabase Vectorstore

Commutateur

Extraire du fichier texte1

Limite

Définir la version

React Flow

Exporter le workflow

Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow

{
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  "meta": {
    "instanceId": "90587241b61f532dbe71be441310f86b24bd62a247fd87ce3f4b074464fa220d",
    "templateCredsSetupCompleted": true
  },
  "name": "RAG System V2 - Update Doc",
  "tags": [
    {
      "id": "X3XA7mO6MQZQ8uNT",
      "name": "RAG",
      "createdAt": "2024-12-23T14:38:50.002Z",
      "updatedAt": "2024-12-23T14:38:50.002Z"
    },
    {
      "id": "bQac7pgkCzmq5Nt5",
      "name": "template",
      "createdAt": "2025-01-14T11:43:47.391Z",
      "updatedAt": "2025-01-14T11:43:47.391Z"
    },
    {
      "id": "pms2jtgY49JCgVDW",
      "name": "chatbot",
      "createdAt": "2024-12-19T04:39:23.549Z",
      "updatedAt": "2024-12-19T04:39:23.549Z"
    }
  ],
  "nodes": [
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      "name": "Définir l'ID du fichier",
      "type": "n8n-nodes-base.set",
      "position": [
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      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "10646eae-ae46-4327-a4dc-9987c2d76173",
              "name": "file_id",
              "type": "string",
              "value": "={{ $('File Updated').item.json.id }}"
            },
            {
              "id": "f4536df5-d0b1-4392-bf17-b8137fb31a44",
              "name": "file_type",
              "type": "string",
              "value": "={{ $('File Updated').item.json.mimeType }}"
            }
          ]
        }
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      "typeVersion": 3.4
    },
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      "name": "Supprimer les anciennes lignes de document",
      "type": "n8n-nodes-base.supabase",
      "position": [
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      ],
      "parameters": {
        "tableId": "documents",
        "operation": "delete",
        "filterType": "string",
        "filterString": "=metadata->>file_id=like.*{{ $('Set File ID').item.json.file_id }}*"
      },
      "credentials": {
        "supabaseApi": {
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          "name": "Supabase API"
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      "name": "Télécharger le fichier",
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        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $('Set File ID').item.json.file_id }}"
        },
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          "googleFileConversion": {
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              "docsToFormat": "text/plain"
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        },
        "operation": "download"
      },
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            "version": 2,
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              },
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              "rightValue": "application/vnd.google-apps.document"
            },
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              "operator": {
                "type": "number",
                "operation": "lt"
              },
              "leftValue": "={{ ((Date.now() - Date.parse($('File Updated').item.json.createdTime)) / 1000) }}",
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      "typeVersion": 2.2
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      "parameters": {
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      "typeVersion": 1
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    {
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              "field": "data",
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        }
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        "operation": "xlsx"
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      ],
      "parameters": {
        "url": "=https://www.googleapis.com/drive/v3/files/{{ $('Set File ID').item.json.file_id }}/copy",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "authentication": "predefinedCredentialType",
        "bodyParameters": {
          "parameters": [
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              "name": "name",
              "value": "={{ $('Set File ID').item.json.name }}"
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              "name": "mimeType",
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      ],
      "parameters": {
        "options": {},
        "chunkSize": 2000,
        "chunkOverlap": 200
      },
      "typeVersion": 1
    },
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      "name": "Embeddings OpenAI2",
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      "name": "Note adhésive3",
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      "position": [
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      "parameters": {
        "color": 5,
        "width": 3507,
        "height": 1028,
        "content": "# Watch Trigger (Drive) - Files Updated\n## Workflow ini jalan jika ada File yang diupdate/diedit/dimodifikasi.\n# Cara Kerja\n## Cek file yang barusan diupdate -> cek tipe/format file nya lalu konvert jika perlu -> exkstrak teksnya -> upload ke vectord database\n"
      },
      "typeVersion": 1
    },
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      "name": "Chargeur de données par défaut amélioré2",
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      ],
      "parameters": {
        "options": {
          "metadata": {
            "metadataValues": [
              {
                "name": "=file_id",
                "value": "={{ $('Set File ID').item.json.file_id }}"
              },
              {
                "name": "=version",
                "value": "={{ $('Set Version').item.json.message.content.version }}"
              },
              {
                "name": "=creator",
                "value": "={{ $('File Updated').item.json.owners[0].displayName }}"
              },
              {
                "name": "=created_at",
                "value": "={{ $('File Updated').item.json.createdTime }}"
              },
              {
                "name": "=last_modified",
                "value": "={{ $('File Updated').item.json.modifiedTime }}"
              },
              {
                "name": "=folder_path",
                "value": "DOCUMENTS"
              },
              {
                "name": "=file_name",
                "value": "={{ $('File Updated').item.json.name }}"
              },
              {
                "name": "=file_extension",
                "value": "={{ $('File Updated').item.json.mimeType }}"
              }
            ]
          }
        },
        "jsonData": "={{ $json.data || $json.text || $json.concatenated_data }}",
        "jsonMode": "expressionData"
      },
      "typeVersion": 1
    },
    {
      "id": "a82a1191-9271-473a-b4b5-a57217c013b7",
      "name": "Boucler sur les éléments1",
      "type": "n8n-nodes-base.splitInBatches",
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        "options": {}
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      "typeVersion": 3
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    {
      "id": "423cdd3c-a1a8-406f-abb3-5c6f0d04d669",
      "name": "Fichier mis à jour",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
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      ],
      "parameters": {
        "event": "fileUpdated",
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "1M9h9OnDSWa0kV7_Yj7fdSFHhM57pMPX8",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1M9h9OnDSWa0kV7_Yj7fdSFHhM57pMPX8",
          "cachedResultName": "DOCUMENTS"
        }
      },
      "credentials": {
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        }
      },
      "typeVersion": 1
    },
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      "name": "Insérer dans Supabase Vectorstore",
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        "mode": "insert",
        "options": {
          "queryName": "match_documents"
        },
        "tableName": {
          "__rl": true,
          "mode": "id",
          "value": "documents"
        }
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      "credentials": {
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      "typeVersion": 1
    },
    {
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      "name": "Commutateur",
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      "position": [
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      "parameters": {
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            {
              "outputKey": "PDF",
              "conditions": {
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                  "caseSensitive": true,
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                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Text File",
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              "renameOutput": true
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            {
              "outputKey": "Excel",
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            {
              "outputKey": "Windows Doc(1)",
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                    "leftValue": "={{ $('Set File ID').item.json.file_type }}",
                    "rightValue": "application/msword"
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      ],
      "parameters": {
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        "operation": "text"
      },
      "typeVersion": 1,
      "alwaysOutputData": true
    },
    {
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    },
    {
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      "name": "Définir la version",
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      ],
      "parameters": {
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          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "GPT-4O-MINI"
        },
        "options": {},
        "messages": {
          "values": [
            {
              "role": "system",
              "content": "Your goal is to take the incoming version number and add 1 to it. \n\n[Examples]\nInput: v1\nOutput: v2\n\nInput: v2\nOutput: v3\n\nInput: v4\nOutput: v5 \n\nThe output field should always be called \"version\""
            },
            {
              "content": "=incoming version number: {{ $json.metadata.version }}"
            }
          ]
        },
        "jsonOutput": true
      },
      "credentials": {
        "openAiApi": {
          "id": "9SPpIIxBvgYPZlo8",
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    },
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      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "width": 560,
        "content": "## CREDITS\n### This Workflow Is Originally by Nate Herk.\n[Check his community here](https://www.skool.com/ai-automation-society-plus/about)"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "fba7627e-45c8-4121-8f6a-123ca7d6c8d0",
  "connections": {
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Foire aux questions

Comment utiliser ce workflow ?

Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.

Dans quelles scénarios ce workflow est-il adapté ?

Avancé - Extraction de documents, RAG IA

Est-ce payant ?

Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.