Reclassement #1

• •Point de terminaison HTTP Webhook (généré automatiquement par n8n)
• •Informations d'identification Google Drive API
• •Peut nécessiter les informations d'identification d'authentification de l'API cible
• •Informations d'identification Google Sheets API
• •Clé API OpenAI
• •Informations de connexion à la base de données PostgreSQL
• •URL et Clé API Supabase

{
  "id": "QIkMJhue2s5le6jM",
  "meta": {
    "instanceId": "c2650793f644091dc80fb900fe63448ad1f4b774008de9608064d67294f8307c",
    "templateCredsSetupCompleted": true
  },
  "name": "Reranks #1",
  "tags": [],
  "nodes": [
    {
      "id": "f0678325-baee-4210-886b-72d4e4fcc4ce",
      "name": "Rechercher Fichier",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        3680,
        580
      ],
      "parameters": {
        "filter": {
          "folderId": {
            "__rl": true,
            "mode": "list",
            "value": "1dh1Rr2yrhSdoSYpiR8s1yXiSWLYxpoLJ",
            "cachedResultUrl": "https://drive.google.com/drive/folders/1dh1Rr2yrhSdoSYpiR8s1yXiSWLYxpoLJ",
            "cachedResultName": "Company"
          }
        },
        "options": {},
        "resource": "fileFolder",
        "returnAll": true
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "nTWGelaHlbvHrG66",
          "name": "Khaisa Studio"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "52a98bc4-4364-49cd-b7dc-5ea77024473e",
      "name": "Obtenir Données",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        3840,
        580
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.id }}"
        },
        "options": {},
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "nTWGelaHlbvHrG66",
          "name": "Khaisa Studio"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "13e41f0e-c890-4e8c-8fc0-76615187c1db",
      "name": "Supabase Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        4080,
        380
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "documents",
          "cachedResultName": "documents"
        }
      },
      "credentials": {
        "supabaseApi": {
          "id": "rb73xq0erYUAZCau",
          "name": "Company"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "739dd64e-9493-41de-b5aa-f0a376e8ce85",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        4060,
        560
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "IWdqsaVAq1AL1S28",
          "name": "n8n - Money manager Khairul"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "6674cbfc-c0e0-48e1-b044-d7ee693dfc83",
      "name": "Chargeur de Données par Défaut",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        4200,
        580
      ],
      "parameters": {
        "options": {},
        "dataType": "binary"
      },
      "typeVersion": 1
    },
    {
      "id": "b3c042bb-4c0b-4dd3-ac7e-be7a99d792df",
      "name": "Séparateur de Texte Récursif",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        4240,
        720
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "13cff178-5db2-478e-97de-dee175b62a8f",
      "name": "Boucle sur Éléments",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        3860,
        380
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "a077fb5d-f2c5-40c4-9dd5-6abc28a21311",
      "name": "Agent IA",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2380,
        740
      ],
      "parameters": {
        "text": "={{ $json.payload._data.key.id }}",
        "options": {
          "systemMessage": "=You are a business intelligence assistant for Company with access to:\n\n1. **company knowledge based** - General business documents and guides\n2. **Restaurant Leads Database** - Potential restaurant clients with ratings, contact info, and business details\n\nYou can help with:\n- Finding high-potential restaurant leads by location, rating, or category\n- Analyzing restaurant market opportunities  \n- Providing restaurant recommendations and insights\n- Preparing cold outreach strategies with personalized data\n- Business intelligence from collected restaurant data\n\nAlways use both knowledge sources to provide comprehensive answers."
        },
        "promptType": "define"
      },
      "typeVersion": 2
    },
    {
      "id": "ef8f5cec-f189-4d46-b5b3-7a07b201f942",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        2320,
        900
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "IWdqsaVAq1AL1S28",
          "name": "n8n - Money manager Khairul"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "c054fd37-688b-40ef-86c7-fb7ada0b13ba",
      "name": "Mémoire de Chat Postgres",
      "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
      "position": [
        2460,
        900
      ],
      "parameters": {
        "sessionKey": "={{ $('WAHA Trigger').item.json.payload._data.key.remoteJid }}",
        "sessionIdType": "customKey",
        "contextWindowLength": 20
      },
      "credentials": {
        "postgres": {
          "id": "8PMGgjtS4muxnKxT",
          "name": "Company A Database"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "482e862f-6592-4d02-9bd1-6b50d1e87e5b",
      "name": "Embeddings OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        2600,
        1040
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "IWdqsaVAq1AL1S28",
          "name": "n8n - Money manager Khairul"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3b6a1f51-882b-4f0c-9e39-2676c08f1e71",
      "name": "Google Drive Trigger",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        3500,
        580
      ],
      "parameters": {
        "event": "fileUpdated",
        "options": {
          "fileType": "all"
        },
        "pollTimes": {
          "item": [
            {
              "hour": 0
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "1dh1Rr2yrhSdoSYpiR8s1yXiSWLYxpoLJ",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1dh1Rr2yrhSdoSYpiR8s1yXiSWLYxpoLJ",
          "cachedResultName": "Company A"
        }
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "nTWGelaHlbvHrG66",
          "name": "Khaisa Studio"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "91703e9f-78c7-4db3-a58f-b9736379d6f5",
      "name": "Note Adhésive",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3420,
        260
      ],
      "parameters": {
        "color": 5,
        "width": 1100,
        "height": 620,
        "content": "# Company Knowledge Base\n"
      },
      "typeVersion": 1
    },
    {
      "id": "0ea74b68-0ade-4b9a-9371-38184aac722f",
      "name": "Au clic sur 'Exécuter le workflow'",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        2080,
        180
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "9150f04a-1201-41e8-902d-dcf18c7a6bb2",
      "name": "Scraper Maps",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2520,
        180
      ],
      "parameters": {
        "url": "<your apify url>",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n    \"includeWebResults\": false,\n    \"language\": \"id\",\n    \"locationQuery\": \"{{ $json.lokasi }}\",\n    \"maxCrawledPlacesPerSearch\": 500,\n    \"maxImages\": 0,\n    \"maximumLeadsEnrichmentRecords\": 0,\n    \"scrapeContacts\": false,\n    \"scrapeDirectories\": false,\n    \"scrapeImageAuthors\": false,\n    \"scrapePlaceDetailPage\": false,\n    \"scrapeReviewsPersonalData\": true,\n    \"scrapeTableReservationProvider\": false,\n    \"searchStringsArray\": [\n        \"Restoran\"\n    ],\n    \"skipClosedPlaces\": false\n}",
        "sendBody": true,
        "specifyBody": "json"
      },
      "typeVersion": 4.2
    },
    {
      "id": "ee02f5bb-be98-4344-b9d3-1637e923d7e2",
      "name": "Nettoyer Données",
      "type": "n8n-nodes-base.code",
      "position": [
        2520,
        380
      ],
      "parameters": {
        "jsCode": "// Bersihkan dan format data dari spreadsheet\nconst cleanData = $input.all().map(item => {\n  const data = item.json;\n  \n  // Parse JSON strings jadi array yang mudah dibaca\n  function parseJsonField(field) {\n    try {\n      if (!field || field === 'not found') return [];\n      const parsed = JSON.parse(field);\n      if (Array.isArray(parsed)) {\n        return parsed.map(item => {\n          if (typeof item === 'object') {\n            return Object.keys(item).filter(key => item[key] === true);\n          }\n          return item;\n        }).flat();\n      }\n      return [];\n    } catch {\n      return [];\n    }\n  }\n  \n  // Parse opening hours jadi format mudah dibaca\n  function parseOpeningHours(hoursString) {\n    try {\n      if (!hoursString) return 'Jam buka tidak tersedia';\n      const hours = JSON.parse(hoursString);\n      return hours.map(h => `${h.day}: ${h.hours}`).join(', ');\n    } catch {\n      return 'Jam buka tidak tersedia';\n    }\n  }\n  \n  // Ekstrak data bersih\n  const keunggulan = parseJsonField(data.Keunggulan);\n  const fasilitas = parseJsonField(data.Fasilitas);\n  const pembayaran = parseJsonField(data.Pembayaran);\n  const allCategories = parseJsonField(data['All Categories']);\n  const openingHours = parseOpeningHours(data['Opening Hours']);\n  \n  // Buat deskripsi lengkap untuk AI\n  const businessDescription = `\n${data.Title} adalah ${data.Category} yang berlokasi di ${data.Neighborhood}. \nRating: ${data.Rating}/5 dengan ${data.Reviews} review. \nHarga: ${data.Price || 'Tidak diketahui'}.\n${data.Description || ''}\n\nKeunggulan: ${keunggulan.join(', ') || 'Tidak ada info keunggulan'}\nFasilitas: ${fasilitas.join(', ') || 'Tidak ada info fasilitas'}  \nMetode Pembayaran: ${pembayaran.join(', ') || 'Tidak ada info pembayaran'}\nKategori: ${allCategories.join(', ') || data.Category}\nJam Buka: ${openingHours}\n\nKontak: ${data.Phone || 'Tidak ada nomor telepon'}\nWebsite: ${data.Website !== 'not found' ? data.Website : 'Tidak ada website'}\nAlamat Lengkap: ${data.Address}\n`.trim();\n\n  // Hitung lead score\n  let leadScore = 0;\n  if (data.Rating >= 4.5) leadScore += 30;\n  if (data.Rating >= 4.0) leadScore += 20;\n  if (data.Reviews >= 1000) leadScore += 25;\n  if (data.Reviews >= 100) leadScore += 15;\n  if (data.Phone) leadScore += 20;\n  if (data.Website && data.Website !== 'not found') leadScore += 20;\n  if (keunggulan.length > 0) leadScore += 10;\n\n  return {\n    // Data utama\n    restaurant_name: data.Title,\n    category: data.Category,\n    description: data.Description || '',\n    location: data.Neighborhood,\n    full_address: data.Address,\n    phone: data.Phone,\n    website: data.Website !== 'not found' ? data.Website : '',\n    rating: data.Rating,\n    total_reviews: data.Reviews,\n    price_range: data.Price || 'Tidak diketahui',\n    \n    // Data terformat\n    keunggulan_list: keunggulan.join(', '),\n    fasilitas_list: fasilitas.join(', '),\n    pembayaran_list: pembayaran.join(', '),\n    kategori_lengkap: allCategories.join(', '),\n    jam_operasional: openingHours,\n    \n    // Untuk AI analysis\n    business_summary: businessDescription,\n    lead_score: leadScore,\n    lead_quality: leadScore >= 70 ? 'High' : leadScore >= 40 ? 'Medium' : 'Low',\n    \n    // Metadata\n    scraped_date: new Date().toLocaleString('id-ID'),\n    data_source: 'Google Maps via Apify'\n  };\n});\n\nreturn cleanData;"
      },
      "typeVersion": 2
    },
    {
      "id": "93664ba7-c18c-4064-b984-f592791cb731",
      "name": "Mettre à Jour Données",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2740,
        380
      ],
      "parameters": {
        "columns": {
          "value": {
            "Phone": "={{ $json.phone }}",
            "Price": "={{ $json.price_range }}",
            "Title": "={{ $json.restaurant_name }}",
            "Rating": "={{ $json.rating }}",
            "Address": "={{ $json.full_address }}",
            "Reviews": "={{ $json.total_reviews }}",
            "Website": "={{ $json.website }}",
            "Category": "={{ $json.category }}",
            "Fasilitas": "={{ $json.fasilitas_list }}",
            "Keunggulan": "={{ $json.keunggulan_list }}",
            "Lead Score": "={{ $json.lead_score }}",
            "Pembayaran": "={{ $json.pembayaran_list }}",
            "row_number": "={{ $('Get Leads').item.json.row_number }}",
            "Description": "={{ $json.description }}",
            "Lead Quality": "={{ $json.lead_quality }}",
            "Neighborhood": "={{ $json.location }}",
            "Opening Hours": "={{ $json.jam_operasional }}",
            "All Categories": "={{ $json.kategori_lengkap }}"
          },
          "schema": [
            {
              "id": "Title",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Title",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Description",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Description",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Address",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Phone",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Phone",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Rating",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Rating",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Reviews",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Reviews",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Price",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Price",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Neighborhood",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Neighborhood",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Opening Hours",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Opening Hours",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "All Categories",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "All Categories",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Keunggulan",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Keunggulan",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Fasilitas",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Fasilitas",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Pembayaran",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Pembayaran",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Lead Score",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Lead Score",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Lead Quality",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Lead Quality",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "row_number",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": true,
              "required": false,
              "displayName": "row_number",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "row_number"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "update",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA/edit#gid=0",
          "cachedResultName": "Restaurant"
        },
        "documentId": {
          "__rl": true,
          "mode": "url",
          "value": "https://docs.google.com/spreadsheets/d/1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA/edit?usp=sharing"
        },
        "authentication": "serviceAccount"
      },
      "credentials": {
        "googleApi": {
          "id": "Os8sgTGkRS1YybbJ",
          "name": "Sheet & Drive"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "51681e42-74ca-4fe8-9254-40f150c0a2aa",
      "name": "Webhook",
      "type": "n8n-nodes-base.webhook",
      "disabled": true,
      "position": [
        2080,
        380
      ],
      "webhookId": "4ef17aa0-fc90-4b34-a6e2-e8a2ede9c334",
      "parameters": {
        "path": "<your webhook>",
        "options": {}
      },
      "typeVersion": 2
    },
    {
      "id": "e0fea0f5-7281-439f-bf90-841a80646590",
      "name": "HTTP Request1",
      "type": "n8n-nodes-base.httpRequest",
      "disabled": true,
      "position": [
        3180,
        180
      ],
      "parameters": {
        "url": "<your webhook>",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "92aa2a7f-c626-4a60-99e4-b5712ba9a1c1",
      "name": "Obtenir Résultat",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2740,
        180
      ],
      "parameters": {
        "url": "<your apify get>",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "412a7be8-66ec-484c-b539-583dbe531f73",
      "name": "Ajouter Prospects",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2960,
        180
      ],
      "parameters": {
        "columns": {
          "value": {
            "Phone": "={{ $json.phone ? $json.phone.replace(/[-\\s]/g, '') : '' }}",
            "Price": "={{ $json.price }}",
            "Title": "={{ $json.title }}",
            "Rating": "={{ $json.totalScore }}",
            "Address": "={{ $json.address }}",
            "Reviews": "={{ $json.reviewsCount }}",
            "Website": "={{ $json.website || \"not found\" }}",
            "Category": "={{ $json.categoryName }}",
            "Fasilitas": "={{ $json.additionalInfo.Fasilitas }}",
            "Keunggulan": "={{ $json.additionalInfo.Keunggulan }}",
            "Pembayaran": "={{ $json.additionalInfo.Pembayaran }}",
            "Description": "={{ $json.description }}",
            "Neighborhood": "={{ $json.neighborhood }}",
            "Opening Hours": "={{ $json.openingHours }}",
            "All Categories": "={{ $json.categories }}"
          },
          "schema": [
            {
              "id": "Title",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Title",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Description",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Description",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Category",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Address",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Phone",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Phone",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Rating",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Rating",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Reviews",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Reviews",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Price",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Price",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Website",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Neighborhood",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Neighborhood",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Opening Hours",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Opening Hours",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "All Categories",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "All Categories",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Keunggulan",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Keunggulan",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Fasilitas",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Fasilitas",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Pembayaran",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "Pembayaran",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "append",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA/edit#gid=0",
          "cachedResultName": "Restaurant"
        },
        "documentId": {
          "__rl": true,
          "mode": "url",
          "value": "https://docs.google.com/spreadsheets/d/1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA/edit?usp=sharing"
        },
        "authentication": "serviceAccount"
      },
      "credentials": {
        "googleApi": {
          "id": "Os8sgTGkRS1YybbJ",
          "name": "Sheet & Drive"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "93eefe61-c614-4f52-8d3e-2bcc268628bc",
      "name": "Obtenir Prospects",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2300,
        380
      ],
      "parameters": {
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "",
          "cachedResultUrl": "",
          "cachedResultName": ""
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": ""
        },
        "authentication": "serviceAccount"
      },
      "credentials": {
        "googleApi": {
          "id": "Os8sgTGkRS1YybbJ",
          "name": "Sheet & Drive"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "d666e66e-a749-4484-8564-a136e54a4dd2",
      "name": "Note Adhésive1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2020,
        80
      ],
      "parameters": {
        "color": 7,
        "width": 1360,
        "height": 520,
        "content": "# Scrapping and data Cleaning\n"
      },
      "typeVersion": 1
    },
    {
      "id": "3b072239-fc03-4208-b2c6-2a8dc9dd4bed",
      "name": "Supabase Vector Store2",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        4080,
        1060
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "restaurant_leads",
          "cachedResultName": "restaurant_leads"
        }
      },
      "credentials": {
        "supabaseApi": {
          "id": "rb73xq0erYUAZCau",
          "name": "Company A"
        }
      },
      "typeVersion": 1.3
    },
    {
      "id": "1237145e-e64e-4f52-880c-07a7acd58bb3",
      "name": "small3",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        4060,
        1280
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "IWdqsaVAq1AL1S28",
          "name": "n8n - Money manager Khairul"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "7beea738-09bb-44c2-80eb-405ea9bca15b",
      "name": "Chargeur de Données par Défaut2",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        4200,
        1220
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "88ae6f60-796c-4507-8c5e-c71ed7232533",
      "name": "Séparateur de Texte Récursif1",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        4200,
        1360
      ],
      "parameters": {
        "options": {},
        "chunkOverlap": 200
      },
      "typeVersion": 1
    },
    {
      "id": "ab1ca886-dad6-4cc5-83a7-da5d2c6f0fd4",
      "name": "Google Sheets Trigger",
      "type": "n8n-nodes-base.googleSheetsTrigger",
      "position": [
        3480,
        1060
      ],
      "parameters": {
        "options": {},
        "pollTimes": {
          "item": [
            {
              "mode": "everyHour"
            }
          ]
        },
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA/edit#gid=0",
          "cachedResultName": "Restaurant"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DKXYqpb0EWNYsbq2x8h5xqUWXy772toNDVrl8d-8nfA/edit?usp=drivesdk",
          "cachedResultName": "Database Company A"
        }
      },
      "credentials": {
        "googleSheetsTriggerOAuth2Api": {
          "id": "F3lxq4bAfCrWKqMD",
          "name": "Oauth "
        }
      },
      "typeVersion": 1
    },
    {
      "id": "5a8f4c25-e22f-40f0-b139-50088dfeb8e4",
      "name": "Transformer pour Vecteur",
      "type": "n8n-nodes-base.code",
      "position": [
        3660,
        1060
      ],
      "parameters": {
        "jsCode": "// Transform data yang baru ditambah dari spreadsheet\nconst newData = $input.all().map(item => {\n  const data = item.json;\n  \n  // Skip jika data kosong\n  if (!data.Title || data.Title.trim() === '') {\n    return null;\n  }\n  \n  // Buat business summary untuk embedding\n  const businessSummary = `\n${data.Title} adalah ${data.Category || 'restoran'} yang berlokasi di ${data.Neighborhood || 'lokasi tidak diketahui'}. \nRating: ${data.Rating || 'belum ada rating'}/5 dengan ${data.Reviews || 0} review. \nHarga: ${data.Price || 'Tidak diketahui'}.\n${data.Description || ''}\n\nKeunggulan: ${data['Keunggulan Clean'] || 'Tidak ada info keunggulan'}\nFasilitas: ${data['Fasilitas Clean'] || 'Tidak ada info fasilitas'}  \nMetode Pembayaran: ${data['Pembayaran Clean'] || 'Tidak ada info pembayaran'}\nJam Operasional: ${data['Jam Operasional'] || 'Tidak tersedia'}\n\nKontak: ${data.Phone || 'Tidak ada nomor telepon'}\nWebsite: ${data.Website !== 'not found' ? data.Website : 'Tidak ada website'}\nAlamat: ${data.Address || 'Alamat tidak lengkap'}\n`.trim();\n\n  return {\n    // Content untuk embedding\n    business_summary: businessSummary,\n    \n    // Metadata\n    metadata: {\n      restaurant_name: data.Title,\n      category: data.Category,\n      location: data.Neighborhood,\n      phone: data.Phone,\n      rating: data.Rating,\n      total_reviews: data.Reviews,\n      lead_score: data['Lead Score'] || 0,\n      lead_quality: data['Lead Quality'] || 'Unknown',\n      keunggulan: data['Keunggulan Clean'] || '',\n      fasilitas: data['Fasilitas Clean'] || '',\n      pembayaran: data['Pembayaran Clean'] || '',\n      website: data.Website !== 'not found' ? data.Website : '',\n      price_range: data.Price || 'Tidak diketahui',\n      full_address: data.Address,\n      jam_operasional: data['Jam Operasional'] || 'Tidak tersedia',\n      row_number: data.row_number,\n      last_updated: new Date().toISOString(),\n      data_type: \"restaurant_lead\",\n      source: \"google_sheets_auto\"\n    }\n  };\n}).filter(item => item !== null);\n\nreturn newData;"
      },
      "typeVersion": 2
    },
    {
      "id": "d0223130-8df1-4f3b-9800-3ead95a29c5f",
      "name": "Vérifier Données Existantes",
      "type": "n8n-nodes-base.code",
      "position": [
        3880,
        1060
      ],
      "parameters": {
        "jsCode": "// Check dan handle existing data di Supabase vector database\nconst inputData = $input.all();\nconst processedData = [];\n\nfor (const item of inputData) {\n  const data = item.json;\n  \n  // Skip jika data kosong atau tidak valid\n  if (!data.Title || data.Title.trim() === '') {\n    console.log(`Skipping empty data for row ${data.row_number}`);\n    continue;\n  }\n  \n  // Buat unique identifier berdasarkan kombinasi nama + alamat\n  const uniqueId = `${data.Title}_${data.Address}`.replace(/[^a-zA-Z0-9]/g, '_').toLowerCase();\n  \n  // Buat business summary untuk embedding\n  const businessSummary = `\nNama Restoran: ${data.Title}\nKategori: ${data.Category || 'Restoran'}\nLokasi: ${data.Neighborhood || 'Tidak diketahui'}\nAlamat: ${data.Address || 'Alamat tidak lengkap'}\nRating: ${data.Rating || 'Belum ada rating'}/5 (${data.Reviews || 0} reviews)\nHarga: ${data.Price || 'Tidak diketahui'}\nDeskripsi: ${data.Description || 'Tidak ada deskripsi'}\n\nDetail Bisnis:\n- Keunggulan: ${data.Keunggulan || 'Tidak ada info keunggulan'}\n- Fasilitas: ${data.Fasilitas || 'Tidak ada info fasilitas'}\n- Metode Pembayaran: ${data.Pembayaran || 'Tidak ada info pembayaran'}\n- Jam Operasional: ${data['Opening Hours'] || 'Tidak tersedia'}\n\nKontak:\n- Telepon: ${data.Phone || 'Tidak ada nomor telepon'}\n- Website: ${data.Website && data.Website !== 'not found' ? data.Website : 'Tidak ada website'}\n\nLead Score: ${data['Lead Score'] || 0}\nLead Quality: ${data['Lead Quality'] || 'Unknown'}\n`.trim();\n\n  // Prepare data untuk vector store\n  const vectorData = {\n    // Text content untuk embedding\n    pageContent: businessSummary,\n    \n    // Metadata untuk filtering dan searching\n    metadata: {\n      unique_id: uniqueId,\n      restaurant_name: data.Title,\n      category: data.Category || 'Restoran',\n      location: data.Neighborhood || 'Tidak diketahui',\n      full_address: data.Address || '',\n      phone: data.Phone || '',\n      website: data.Website && data.Website !== 'not found' ? data.Website : '',\n      rating: parseFloat(data.Rating) || 0,\n      total_reviews: parseInt(data.Reviews) || 0,\n      price_range: data.Price || 'Tidak diketahui',\n      lead_score: parseInt(data['Lead Score']) || 0,\n      lead_quality: data['Lead Quality'] || 'Unknown',\n      \n      // Additional business info\n      keunggulan: data.Keunggulan || '',\n      fasilitas: data.Fasilitas || '',\n      pembayaran: data.Pembayaran || '',\n      jam_operasional: data['Opening Hours'] || '',\n      \n      // System metadata\n      row_number: data.row_number,\n      data_source: 'google_sheets',\n      data_type: 'restaurant_lead',\n      last_updated: new Date().toISOString(),\n      \n      // Status tracking\n      contact_status: 'not_contacted',\n      is_active: true\n    },\n    \n    // Original row data untuk reference\n    original_data: data\n  };\n  \n  // Add flag untuk indicate ini adalah update atau insert baru\n  vectorData.metadata.is_update = !!data.row_number;\n  \n  processedData.push(vectorData);\n  \n  console.log(`Processed: ${data.Title} (ID: ${uniqueId})`);\n}\n\nconsole.log(`Total processed: ${processedData.length} items`);\n\nreturn processedData;"
      },
      "typeVersion": 2
    },
    {
      "id": "5793e2f7-4cd9-47d4-a54c-ca426a606204",
      "name": "RAG",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        2600,
        920
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "topK": 20,
        "options": {},
        "toolName": "CompanyDocuments",
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "documents",
          "cachedResultName": "documents"
        },
        "toolDescription": "Search CompanyDocument knowledge base and business documents"
      },
      "credentials": {
        "supabaseApi": {
          "id": "rb73xq0erYUAZCau",
          "name": "Company A"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "4d621157-f7c5-40f3-b074-9b291834d502",
      "name": "Prospects",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        2880,
        920
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "topK": 20,
        "options": {},
        "toolName": "RestaurantLeads",
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "restaurant_leads",
          "cachedResultName": "restaurant_leads"
        },
        "toolDescription": "=Search restaurant leads and potential clients data"
      },
      "credentials": {
        "supabaseApi": {
          "id": "rb73xq0erYUAZCau",
          "name": "Company A"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "a0d34cae-29ed-4bcc-960f-1c32187ed7ac",
      "name": "Embeddings OpenAI2",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        2880,
        1060
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "IWdqsaVAq1AL1S28",
          "name": "n8n - Money manager Khairul"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "92a0a539-b14a-4b12-9bdf-3f6d1b4baf5f",
      "name": "Note Adhésive2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3420,
        940
      ],
      "parameters": {
        "color": 5,
        "width": 1100,
        "height": 600,
        "content": "# Potential Leads Knowledge Base\n"
      },
      "typeVersion": 1
    },
    {
      "id": "ebf1d8e0-f7a2-4303-97be-07f70f4430c2",
      "name": "Note Adhésive3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2020,
        640
      ],
      "parameters": {
        "width": 1360,
        "height": 560,
        "content": "# Respond as a chatbot"
      },
      "typeVersion": 1
    },
    {
      "id": "23ea6d0b-c66a-4d74-8b42-b09065abeace",
      "name": "Déclencheur WAHA",
      "type": "@devlikeapro/n8n-nodes-waha.wahaTrigger",
      "disabled": true,
      "position": [
        1700,
        340
      ],
      "webhookId": "886de7ed-318f-4c8f-8d98-01720ddc8b82",
      "parameters": {},
      "typeVersion": 202502
    },
    {
      "id": "07c892fe-1c58-4c1e-943c-700c6bc1926d",
      "name": "Agent IA1",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        2380,
        1340
      ],
      "parameters": {
        "options": {
          "systemMessage": "=# Company Business Intelligence Assistant\n\nYou are \"MinCharge\", a specialized business intelligence assistant for the company. Your primary responsibility is to provide answers exclusively based on the available knowledge sources.\n\n## Knowledge Sources\nYou have access to two critical knowledge bases:\n1. **CompanyDocuments** - Contains business documents, service guides, company information, and operational procedures\n2. **RestaurantLeads** - Contains potential restaurant client data including ratings, contact information, business details, and market insights\n\n## 🚨 CRITICAL: Tool Selection Protocol\n\n### MANDATORY Tool Usage Rules:\n**CompanyDocuments tool MUST be used for:**\n- ANY question about company services, capabilities, or offerings\n- Pricing inquiries (\"how much\", \"cost\", \"price\", \"fee\")\n- Company information (\"about the company\", \"what is the company\", \"company details\")\n- Business processes (\"how does the company work\", \"process\", \"procedure\")\n- Service features and benefits\n- Any question containing keywords: company, service, price, cost, business, how to, process, capability, offering\n\n**RestaurantLeads tool MUST be used for:**\n- Lead generation and prospecting requests\n- Restaurant recommendations and listings\n- Market analysis and competitive intelligence\n- Location-based restaurant queries\n- Rating, review, and business characteristic analysis\n- Contact information and outreach data\n\n### Search Strategy Hierarchy:\n1. **Company-specific queries** → Use CompanyDocuments FIRST, always\n2. **Restaurant/lead queries** → Use RestaurantLeads FIRST\n3. **Business intelligence/strategy** → Use BOTH tools sequentially\n4. **Ambiguous queries** → Default to CompanyDocuments first, then RestaurantLeads if needed\n\n## Execution Process (Follow Strictly):\n1. **Query Classification**: \n   - Identify if query mentions company, services, pricing, or company info\n   - If YES → Immediately use CompanyDocuments tool\n   - If restaurant/lead focused → Use RestaurantLeads tool\n   - If business strategy → Use both tools\n\n2. **Tool Selection Verification**:\n   - Double-check that you're using the correct tool for the query type\n   - When in doubt about company-related content → ALWAYS search CompanyDocuments\n\n3. **Search Execution**: \n   - Execute search in identified tool(s) before generating any response\n   - Use specific, relevant keywords from user query\n\n4. **Response Generation**: \n   - Base response entirely on search results\n   - Clearly cite which knowledge base provided the information\n   - Match user's language (Indonesian/English)\n\n## Core Operating Principles\n- **MANDATORY SEARCH**: Never respond without searching appropriate knowledge base first\n- **NO EXTERNAL KNOWLEDGE**: Absolutely no information from outside the knowledge bases\n- **EXPLICIT SOURCE CITATION**: Always state \"Based on CompanyDocuments...\" or \"According to RestaurantLeads...\"\n- **LANGUAGE MATCHING**: Respond in exact same language as user input\n- **ACCURACY OVER COMPLETENESS**: Better to say \"no information found\" than guess\n\n## Quality Assurance Checklist\nBefore every response, verify:\n- ✅ Did I search the appropriate knowledge base?\n- ✅ Is my answer based solely on search results?\n- ✅ Did I cite the correct source?\n- ✅ Am I responding in the user's language?\n- ✅ Did I avoid using external knowledge?\n\n## Error Handling\nIf no relevant information found in knowledge bases:\n- **English**: \"I searched [specific knowledge base] but don't have information about [topic]. Could you provide more specific details or rephrase your question?\"\n- **Indonesian**: \"Saya telah mencari di [basis pengetahuan spesifik] tetapi tidak memiliki informasi tentang [topik]. Bisakah Anda memberikan detail yang lebih spesifik atau mengubah pertanyaan Anda?\"\n\n## Debugging Mode\nAlways mention in your response which tool you used:\n- \"After searching CompanyDocuments...\"\n- \"Based on my search in RestaurantLeads...\"\n- \"From both knowledge bases...\"\n\nThis helps identify if tool selection is working correctly.\n\nRemember: Your value comes from providing accurate, source-backed intelligence from the company's specific business context and restaurant lead database. Always search first, cite sources, and match the user's language."
        }
      },
      "typeVersion": 2
    },
    {
      "id": "80997c1f-4ddd-47b0-be81-bc75abd6dbfd",
      "name": "Embeddings OpenAI3",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        2580,
        1660
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "IWdqsaVAq1AL1S28",
          "name": "n8n - Money manager Khairul"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "1640e426-2920-4e77-bac4-779cb6081194",
      "name": "RAG1",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        2600,
        1520
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "topK": 20,
        "options": {},
        "toolName": "CompanyDocuments",
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "documents",
          "cachedResultName": "documents"
        },
        "useReranker": true,
        "toolDescription": "=MANDATORY TOOL for questions about: CompanyDocument services, pricing, company information, business processes, operational procedures, service capabilities, company policies, internal guidelines, and any Company A-specific business inquiries. Always use this tool first when users ask about Company A services or company information."
      },
      "credentials": {
        "supabaseApi": {
          "id": "rb73xq0erYUAZCau",
          "name": "Company A"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "6c8f2db0-ec5b-4164-9f4a-ea36d33478e6",
      "name": "Prospects1",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        2880,
        1520
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "topK": 20,
        "options": {},
        "toolName": "RestaurantLeads",
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "restaurant_leads",
          "cachedResultName": "restaurant_leads"
        },
        "useReranker": true,
        "toolDescription": "=Search restaurant leads database containing potential client information, ratings, contact details, business characteristics, location data, and market insights. Use for lead generation, market analysis, and client prospecting."
      },
      "credentials": {
        "supabaseApi": {
          "id": "rb73xq0erYUAZCau",
          "name": "Company A"
        }
      },
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