xlsx, xls 또는 csv 파일에서의 지능형 보고서 생성기, AI 기반 분석

• •HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
• •Google 계정 및 Gmail API 인증 정보
• •Google Gemini API Key

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  "name": "Intelligent report generator from xlsx, xls or csv files with AI-based analysis",
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        "text": "=**Objectif :** Rapport d'analyse JSON complet.\n\n**Données à traiter :**\n```\n{{ $('Set data for llm').item.json.data }}\n```\n\n**Processus accéléré :**\n1. `query_data_tool` → récupération modèle\n2. `Think` → analyse structure + plan\n3. Génération JSON finale\n\n**Date :** {{ new Date().toLocaleDateString('fr-FR') }}\n**Public :** Décideurs publics\n\n**SORTIE REQUISE :** Objet JSON uniquement, format `{...}`",
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          "systemMessage": "Tu es un agent IA expert en services publics (eau, assainissement, déchets, transport). Génère directement des analyses structurées de qualité consultant senior.\n\n## WORKFLOW \n1. **Récupération modèle** (`query_data_tool`) : \"modèle rapport services publics\"\n2. **Analyse express** (`Think`) : Structure + lacunes + plan final\n3. **Génération immédiate** : JSON complet uniquement\n\n## CRITÈRES QUALITÉ\n- Affirmations étayées par données\n- Contextualisation réglementaire/économique\n- Style professionnel précis\n- Structure cohérente du modèle de référence\n"
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              "value": "={{ JSON.stringify($('Extract from File').all()) }}"
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                  "caseSensitive": true,
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        "jsCode": "// Ce script prend la sortie texte brute de l'Agent IA,\n// la nettoie, et la transforme en un objet JSON valide.\n\n// La sortie de l'Agent IA (en mode String) est dans la propriété 'output'.\nconst rawText = $input.item.json.output;\n\n// Vérification de robustesse : s'assurer que rawText existe avant de le traiter.\nif (typeof rawText !== 'string' || rawText.trim() === '') {\n  // Si rawText n'est pas une chaîne de caractères ou est vide, l'Agent IA a probablement échoué.\n  console.error(\"L'entrée de l'Agent IA est manquante ou n'est pas une chaîne de caractères.\", $input.item.json);\n  throw new Error(\"La sortie de l'Agent IA est vide ou invalide. Vérifiez l'exécution du nœud 'AI Agent'.\");\n}\n\n// Étape 1: Nettoyer le texte. On enlève les blocs de code markdown (```json ... ```) que l'IA ajoute souvent.\nlet cleanedText = rawText.replace(/^```json\\s*/, '').replace(/```$/, '');\n\n// Étape 2: Trouver le début et la fin de l'objet JSON pour enlever tout texte superflu.\nconst firstBracket = cleanedText.indexOf('{');\nconst lastBracket = cleanedText.lastIndexOf('}');\n\nif (firstBracket === -1 || lastBracket === -1) {\n  throw new Error(\"La réponse de l'IA ne contient pas de JSON valide (accolades manquantes).\");\n}\ncleanedText = cleanedText.substring(firstBracket, lastBracket + 1);\n\ntry {\n  // Étape 3: Tenter de parser le texte nettoyé en objet JSON.\n  const jsonData = JSON.parse(cleanedText);\n  // Retourner l'objet JSON propre pour le nœud suivant.\n  return { json: jsonData };\n} catch (error) {\n  // Si le parsing échoue, enregistrer les détails pour le débogage.\n  console.error(\"Erreur de parsing JSON:\", error);\n  throw new Error(`Impossible de parser la réponse de l'IA. Réponse brute nettoyée: ${cleanedText}`);\n}\n"
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          "mode": "list",
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      ],
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        "documentURL": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Doc_ID_or_URL', ``, 'string') }}"
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      "id": "acea6026-2faf-4e30-b3ce-48386d4d5573",
      "name": "AI 에이전트 도구1",
      "type": "@n8n/n8n-nodes-langchain.agentTool",
      "position": [
        3072,
        288
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      "parameters": {
        "text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
        "options": {
          "systemMessage": "### Phase 1: Analyse Immédiate du Rapport \n**Extraire du rapport reçu :**\n- Titre principal \n- Structure des sections (I, II, III...)\n- Données tabulaires à formater\n- Listes et éléments de mise en forme\n\n### Phase 2: Création Google Docs TEXTUELLE \n**IMPORTANT : Créer du TEXTE formaté, PAS du JSON**\n\n**Structure obligatoire à générer :**\n\n```\nTITRE PRINCIPAL\n[Style : Titre - gras, centré, taille 18]\n\nTable des matières\n[Insérer automatiquement via Google Docs]\n\nI. PREMIÈRE SECTION\n[Style : Titre 1 - gras, taille 16]\n\nParagraphe d'introduction expliquant le contexte et les objectifs de cette section avec des phrases complètes et professionnelles.\n\nA. Sous-section principale\n[Style : Titre 2 - gras, taille 14]\n\nContenu détaillé avec analyse contextuelle. Les données doivent être présentées de manière narrative et professionnelle.\n\nTABLEAU : [Titre du tableau]\n| Colonne 1        | Colonne 2        |\n|------------------|------------------|\n| Données ligne 1  | Valeurs ligne 1  |\n| Données ligne 2  | Valeurs ligne 2  |\n\nB. Autre sous-section\n[Contenu structuré similaire]\n\nII. DEUXIÈME SECTION\n[Même structure hiérarchique]\n\nSYNTHÈSE ET RECOMMANDATIONS\n[Section finale avec conclusions]\n```\n\n### Phase 3: Commandes Google Docs UNIQUEMENT pour Formatage\n**Utiliser les outils Google Docs UNIQUEMENT pour :**\n1. Appliquer les styles (Titre, Titre 1, Titre 2)\n2. Formater les tableaux avec bordures\n3. Appliquer gras/italique aux éléments importants\n4. Insérer la table des matières\n\n**INTERDICTIONS ABSOLUES :**\n- ❌ JAMAIS de JSON visible dans le document\n- ❌ JAMAIS de commandes brutes type \"insertText\"\n- ❌ JAMAIS de syntaxe technique dans le contenu final\n\n### Phase 4: Vérification et Génération Lien\n**Contrôles avant finalisation :**\n✓ Document lisible en français\n✓ Structure claire et hiérarchique  \n✓ Tableaux correctement formatés\n✓ Aucun code technique visible\n✓ Mise en forme professionnelle appliquée\n\n**Générer le lien de téléchargement .docx**\n\n## TEMPLATE DE TRANSFORMATION\n\n**Transformer :**\n```json\n\"insertText\": {\"text\": \"Analyse Financière\"}\n```\n\n**En :**\n```\nAnalyse Financière\n```\n\n**Puis appliquer le formatage Google Docs pour le style Titre 1**\n\n## RÈGLES DE CONTENU\n\n**Pour chaque section du rapport :**\n1. **Titre clair** en français\n2. **Introduction contextuelle** (2-3 phrases)  \n3. **Développement structuré** avec données intégrées naturellement\n4. **Tableaux formatés** pour données chiffrées\n5. **Conclusion/transition** vers section suivante\n\n**Style rédactionnel :**\n- Phrases complètes et professionnelles\n- Terminologie adaptée aux décideurs publics\n- Analyses contextuelles des données\n- Pas de jargon technique visible\n\n## SORTIE FINALE\n**UNIQUEMENT le lien de téléchargement :**\n```\nhttps://docs.google.com/document/d/[ID]/export?format=docx\n```\n\n**Le document téléchargé doit être :**\n- Entièrement lisible en français\n- Structuré professionnellement  \n- Sans aucun code technique\n- Prêt pour présentation aux décideurs"
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      "typeVersion": 2.2
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      "id": "bd41c4d1-d049-4e33-91c8-b1f11a8e9dc9",
      "name": "AI 에이전트1",
      "type": "@n8n/n8n-nodes-langchain.agent",
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        "text": "=Traitement JSON → Rapport Google Docs → Envoi automatique.\n\n**ÉTAPES OBLIGATOIRES :**\n1. **'Think'** : Analyse structure JSON (1 min)\n2. **Génération** : Rapport Google Docs formaté (3 min) \n3. **'AI Agent Tool'** : Envoi automatique du rapport généré (OBLIGATOIRE)\n4. **Sortie** : Lien de téléchargement uniquement\n\n**Données JSON à traiter :**\n```json\n{{ JSON.stringify($('Parse and Clean AI Response').item.json) }}\n```\n\n**Action immédiate requise - Pas d'explications intermédiaires.**",
        "options": {
          "systemMessage": "## Mission\nAgent de transformation JSON vers rapport Google Docs professionnel avec traitement automatisé obligatoire.\n\n## Workflow Streamliné (3 Phases)\n\n### Phase 1: Analyse Express (2 min max)\n**Utiliser l'outil 'Think' pour analyser rapidement :**\n- Structure JSON : identifier types de données (tableaux, listes, valeurs clés)\n- Architecture cible : définir sections principales uniquement\n- Éléments critiques : repérer données quantitatives pour tableaux\n\n### Phase 2: Génération Rapport (5 min max)\n**Format Google Docs STRICT :**\n1. **Titre principal** (style Titre)\n2. **Sections principales** (Titre 1) - Maximum 5 sections\n3. **Tableaux** pour toutes données structurées (insertTable)\n4. **Paragraphes** synthétiques en texte normal\n5. **Listes** via commandes Google Docs uniquement\n\n**Templates de formatage rapide :**\n```\nTitres: insertText + updateTextStyle (HEADING_1/2/3)\nTableaux: insertTable + formatage cellules\nTexte: insertText (NORMAL_TEXT)\nGras: updateTextStyle (BOLD: true)\n```\n\n### Phase 3: Envoi Automatique (OBLIGATOIRE)\n**IMMÉDIATEMENT après génération du rapport :**\n1. Utiliser 'AI Agent Tool' avec le rapport complet comme user_message\n2. Récupérer le lien de téléchargement\n3. Retourner UNIQUEMENT le lien (pas d'explications)\n\n## Règles d'Efficacité\n- **NO MARKDOWN/HTML** dans le document final\n- **Tableaux systematiques** pour données structurées\n- **Synthèse directe** : pas d'analyse détaillée, action immédiate\n- **Format professionnel** mais optimisé pour la vitesse\n\n## Points Critiques\n1. Utiliser 'Think' pour planification rapide\n2. Générer rapport directement compatible Google Docs\n3. Envoi AUTOMATIQUE via 'AI Agent Tool' - JAMAIS d'oubli\n4. Retour UNIQUEMENT du lien final\n"
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      "type": "n8n-nodes-base.googleSlidesTool",
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      "type": "n8n-nodes-base.gmailTool",
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