Chatbot d'assistance IA Telegram (entrée multimodale)

• •Token Bot Telegram
• •Informations d'identification Google Drive API
• •Peut nécessiter les informations d'identification d'authentification de l'API cible
• •Clé API OpenAI
• •Informations de connexion à la base de données PostgreSQL
• •URL et Clé API Supabase

{
  "id": "pE6f3n6i6GUmSTgE",
  "meta": {
    "instanceId": "9f0f18185ff67394d162d12e4c08dd0fcafc744c1f810dda24cdefd72c8a1df1",
    "templateCredsSetupCompleted": true
  },
  "name": "Telegram AI Support Chatbot with Multi-Modal Inputs",
  "tags": [
    {
      "id": "Hsf1ZjQwJBHNaX1m",
      "name": "telegram",
      "createdAt": "2025-06-30T13:02:48.515Z",
      "updatedAt": "2025-06-30T13:02:48.515Z"
    },
    {
      "id": "b0xPsiva0fSoITZd",
      "name": "Ai agent",
      "createdAt": "2025-06-30T13:02:48.451Z",
      "updatedAt": "2025-06-30T13:02:48.451Z"
    },
    {
      "id": "fvM6EUbE34rR2wmT",
      "name": "customer support",
      "createdAt": "2025-06-30T13:02:48.420Z",
      "updatedAt": "2025-06-30T13:02:48.420Z"
    },
    {
      "id": "w2QpLU5syMOj79qo",
      "name": "chatbot",
      "createdAt": "2025-06-30T13:02:48.473Z",
      "updatedAt": "2025-06-30T13:02:48.473Z"
    }
  ],
  "nodes": [
    {
      "id": "2bcc338a-d519-42dd-bffd-9b5854b3a456",
      "name": "Telegram Trigger",
      "type": "n8n-nodes-base.telegramTrigger",
      "position": [
        860,
        489.5
      ],
      "webhookId": "5dfaa8fa-e242-4581-9ba4-a8dd27fdb5cd",
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "ebc22166-b749-42c7-9d91-9fef170c6b65",
      "name": "Telegram",
      "type": "n8n-nodes-base.telegram",
      "position": [
        3896,
        1156.5
      ],
      "webhookId": "3f88dafc-b70c-4241-9960-d02d8e5c76d4",
      "parameters": {
        "text": "={{ $json.output }}",
        "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "343b5290-d805-4136-a609-b12025df5339",
      "name": "Télécharger l'audio",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2840,
        500
      ],
      "webhookId": "d3e9d36d-6402-45d6-9f56-5886e616f9fa",
      "parameters": {
        "fileId": "={{ $json.message.voice.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "8d5bd08c-5b59-4bff-97b1-ffca75262d1b",
      "name": "Traduire en texte",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        3060,
        500
      ],
      "parameters": {
        "options": {},
        "resource": "audio",
        "operation": "translate"
      },
      "credentials": {
        "openAiApi": {
          "id": "SFP1ZJopx1UD494m",
          "name": "n8n free OpenAI API credits"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "3def7806-cf50-4fc8-a2c6-ea966cd0bd4e",
      "name": "Télécharger PDF",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2620,
        1050
      ],
      "webhookId": "c9a95ea8-9864-4bfe-9bc4-36ad917741ec",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "29624835-cc63-489f-8913-ece65ecf46f2",
      "name": "Télécharger image",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2180,
        1250
      ],
      "webhookId": "38d23405-f59b-4dbc-a69e-b1101e198908",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "11755226-785d-4719-9d75-d82518ed615b",
      "name": "Corriger mimeType",
      "type": "n8n-nodes-base.code",
      "position": [
        2400,
        1250
      ],
      "parameters": {
        "jsCode": "for (const item of items) {\n  if (item.binary && item.binary['data']) {\n    const fileName = item.binary['data'].fileName || '';\n    const lowerName = fileName.toLowerCase();\n\n    if (lowerName.endsWith('.png')) {\n      item.binary['data'].mimeType = 'image/png';\n    } else if (lowerName.endsWith('.jpg') || lowerName.endsWith('.jpeg')) {\n      item.binary['data'].mimeType = 'image/jpeg';\n    } else if (lowerName.endsWith('.webp')) {\n      item.binary['data'].mimeType = 'image/webp';\n    }\n  }\n}\nreturn items;\n\n\n\n\n"
      },
      "typeVersion": 2
    },
    {
      "id": "2d7fe3f6-d152-4b6d-8184-96f1073c73c6",
      "name": "Télécharger photo",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2180,
        700
      ],
      "webhookId": "b4a21f4c-e6a6-4c83-9e8e-af73cb7cc96a",
      "parameters": {
        "fileId": "={{ $json.message.photo[0].file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "802f819c-9d11-4720-a63f-0d3bada509bf",
      "name": "Corriger mimeType1",
      "type": "n8n-nodes-base.code",
      "position": [
        2400,
        700
      ],
      "parameters": {
        "jsCode": "for (const item of items) {\n  if (item.binary && item.binary['data']) {\n    const fileName = item.binary['data'].fileName || '';\n    const lowerName = fileName.toLowerCase();\n\n    if (lowerName.endsWith('.png')) {\n      item.binary['data'].mimeType = 'image/png';\n    } else if (lowerName.endsWith('.jpg') || lowerName.endsWith('.jpeg')) {\n      item.binary['data'].mimeType = 'image/jpeg';\n    } else if (lowerName.endsWith('.webp')) {\n      item.binary['data'].mimeType = 'image/webp';\n    } else if (lowerName.endsWith('.gif')) {\n      item.binary['data'].mimeType = 'image/gif';\n    }\n  }\n}\nreturn items;\n\n\n\n/** This is for jpeg. Delete later\nfor (const item of items) {\n  if (item.binary && item.binary['data']) {\n    item.binary['data'].mimeType = 'image/jpeg';\n  }\n}\nreturn items;\n**/\n\n"
      },
      "typeVersion": 2
    },
    {
      "id": "e245a098-08ba-4cf1-a3aa-3134070016ae",
      "name": "Photo en texte",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        2620,
        700
      ],
      "parameters": {
        "text": "Describe the contents of this photo/image",
        "modelId": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "GPT-4O-MINI"
        },
        "options": {},
        "resource": "image",
        "inputType": "base64",
        "operation": "analyze"
      },
      "credentials": {
        "openAiApi": {
          "id": "SFP1ZJopx1UD494m",
          "name": "n8n free OpenAI API credits"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "74df7c06-f07f-4504-a246-33665d355d70",
      "name": "Si",
      "type": "n8n-nodes-base.if",
      "position": [
        1520,
        1350
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "95deb83e-1d69-46b6-92e3-59e667d698fe",
              "operator": {
                "type": "boolean",
                "operation": "true",
                "singleValue": true
              },
              "leftValue": "={{ $json.is_supported }}",
              "rightValue": ""
            },
            {
              "id": "5d9924b8-b8e7-4640-9675-8123e1562fa8",
              "operator": {
                "type": "string",
                "operation": "equals"
              },
              "leftValue": "={{ $json.reason }}",
              "rightValue": "supported_file_type"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "531826bd-e8ab-4e56-9f56-4e0dd8847c2f",
      "name": "Télécharger feuille de calcul",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2620,
        1650
      ],
      "webhookId": "fa2ada79-935b-4ea4-9a0c-a452d13c7a0c",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "6ffa7f95-c506-40ff-a320-f2b8b35db632",
      "name": "Extraire de PDF",
      "type": "n8n-nodes-base.extractFromFile",
      "position": [
        2840,
        1050
      ],
      "parameters": {
        "options": {},
        "operation": "pdf"
      },
      "typeVersion": 1
    },
    {
      "id": "795a57de-78c6-44e8-a89b-a45c354988c9",
      "name": "Extraire de feuille de calcul",
      "type": "n8n-nodes-base.extractFromFile",
      "position": [
        2840,
        1650
      ],
      "parameters": {
        "options": {},
        "operation": "xlsx"
      },
      "typeVersion": 1
    },
    {
      "id": "f567e9a4-e043-4431-b574-b217b4fa2656",
      "name": "En train d'écrire…",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1080,
        379
      ],
      "webhookId": "412793ca-7cad-4a84-acea-98debbbfa2ac",
      "parameters": {
        "chatId": "={{ $json.message.chat.id }}",
        "operation": "sendChatAction"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "67edb91b-880e-4542-88e7-fc7bde727a75",
      "name": "Types de fichiers documents supportés",
      "type": "n8n-nodes-base.code",
      "position": [
        1300,
        1350
      ],
      "parameters": {
        "jsCode": "const supportedExtensions = ['.jpg', '.jpeg', '.png', '.webp', '.pdf', '.doc', '.docx', '.xls', '.xlsx', '.json', '.xml'];\n\nreturn $input.all().map(item => {\n  // Try to extract file name from binary first, else fall back to message.document\n  const fileName = item.binary?.data?.fileName || item.json?.message?.document?.file_name || '';\n  const lowerName = fileName.toLowerCase();\n\n  const isSupported = supportedExtensions.some(ext => lowerName.endsWith(ext));\n\n  if (!isSupported) {\n    return {\n       json: {\n        is_supported: false,\n        reason: \"unsupported_file_type\",\n        message: '❌ The uploaded file type is not supported. Please submit one of the following formats: .jpg, jpeg, .png, .webp, .pdf, .doc, .docx, .xls, .xlsx, .json, .xml',\n        fileName: fileName || 'Unknown file'\n      }\n    };\n  }\n\n  // File is supported – pass it forward untouched\n  return {\n    ...item,\n    json: {\n      ...(item.json || {}),\n      is_supported: true,\n      reason: \"supported_file_type\"\n    }\n  };\n});\n"
      },
      "typeVersion": 2
    },
    {
      "id": "5c13b643-22c6-49cb-9055-54826f49fd13",
      "name": "Grouper documents similaires",
      "type": "n8n-nodes-base.code",
      "position": [
        1740,
        1550
      ],
      "parameters": {
        "jsCode": "const results = [];\nfor (const item of $input.all()) {\nconst fileName = item.json?.fileName || item.json?.message?.document?.file_name || '';\nconst ext = fileName.toLowerCase().split('.').pop();\n\nlet type = 'unknown';\nif (['jpg', 'jpeg', 'png', 'webp'].includes(ext)) {\ntype = 'image';\n} else if (['pdf'].includes(ext)) {\ntype = 'pdf';\n} else if (['doc', 'docx'].includes(ext)) {\ntype = 'word document';\n} else if (['xls', 'xlsx'].includes(ext)) {\ntype = 'spreadsheet';\n} else if (['json'].includes(ext)) {\ntype = 'json';\n} else if (['xml'].includes(ext)) {\ntype = 'xml file'\n}\nitem.json.fileTypeCategory = type;\nresults.push(item);\n}\nreturn results;\n"
      },
      "typeVersion": 2
    },
    {
      "id": "1923a439-9f1c-4df1-9360-a41250e61931",
      "name": "Routeur de messages d'entrée",
      "type": "n8n-nodes-base.switch",
      "position": [
        1080,
        579
      ],
      "parameters": {
        "rules": {
          "values": [
            {
              "outputKey": "Text",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "fcb767ee-565e-4b56-a54e-6f97f739fc24",
                    "operator": {
                      "type": "string",
                      "operation": "exists",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json.message.text }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Audio",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "c1016c40-f8f2-4e08-8ec8-5cdb88f5c87a",
                    "operator": {
                      "type": "object",
                      "operation": "exists",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json.message.voice }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Photo",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "4f28ab72-33ae-45fa-b3ba-51cefe600434",
                    "operator": {
                      "type": "array",
                      "operation": "exists",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json.message.photo }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Document",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "47b17a80-c23f-4b7c-9761-f045715334f4",
                    "operator": {
                      "type": "object",
                      "operation": "exists",
                      "singleValue": true
                    },
                    "leftValue": "={{ $json.message.document }}",
                    "rightValue": ""
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {}
      },
      "typeVersion": 3.2
    },
    {
      "id": "510a0800-4323-4372-9f8a-3b3c26d8a455",
      "name": "Routeur de documents",
      "type": "n8n-nodes-base.switch",
      "position": [
        1960,
        1487
      ],
      "parameters": {
        "rules": {
          "values": [
            {
              "outputKey": "Image",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "b688a3fb-8070-4506-9c9d-526d74c2605b",
                    "operator": {
                      "name": "filter.operator.equals",
                      "type": "string",
                      "operation": "equals"
                    },
                    "leftValue": "={{ $json.fileTypeCategory }}",
                    "rightValue": "image"
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "PDF",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "157a49a2-d5fb-425d-bb23-6ac16bdc45a2",
                    "operator": {
                      "type": "string",
                      "operation": "equals"
                    },
                    "leftValue": "={{ $json.fileTypeCategory }}",
                    "rightValue": "pdf"
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Word Document",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "41b0d6a4-89a7-4e3b-9e4a-00689def90aa",
                    "operator": {
                      "name": "filter.operator.equals",
                      "type": "string",
                      "operation": "equals"
                    },
                    "leftValue": "={{ $json.fileTypeCategory }}",
                    "rightValue": "word document"
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "Spreadsheet",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "478f9497-7fc8-46e9-b834-22c78bbc7b05",
                    "operator": {
                      "name": "filter.operator.equals",
                      "type": "string",
                      "operation": "equals"
                    },
                    "leftValue": "={{ $json.fileTypeCategory }}",
                    "rightValue": "spreadsheet"
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "JSON",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "d90c32c0-9d28-40d1-b11c-4fa9a14b7df5",
                    "operator": {
                      "name": "filter.operator.equals",
                      "type": "string",
                      "operation": "equals"
                    },
                    "leftValue": "={{ $json.fileTypeCategory }}",
                    "rightValue": "json"
                  }
                ]
              },
              "renameOutput": true
            },
            {
              "outputKey": "XML File",
              "conditions": {
                "options": {
                  "version": 2,
                  "leftValue": "",
                  "caseSensitive": true,
                  "typeValidation": "strict"
                },
                "combinator": "and",
                "conditions": [
                  {
                    "id": "4d4f7af7-ca8f-4a22-9af1-b3c93f51958f",
                    "operator": {
                      "name": "filter.operator.equals",
                      "type": "string",
                      "operation": "equals"
                    },
                    "leftValue": "={{ $json.fileTypeCategory }}",
                    "rightValue": "xml file"
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {}
      },
      "typeVersion": 3.2
    },
    {
      "id": "8c04ffbb-9a63-4089-8877-c0c668eeabcc",
      "name": "Télécharger JSON",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2620,
        1850
      ],
      "webhookId": "a364075a-9edc-4624-b867-15710db87e8d",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "06a353d1-1ead-4973-aeff-4991ae2ca29f",
      "name": "Extraire de JSON",
      "type": "n8n-nodes-base.extractFromFile",
      "position": [
        2840,
        1850
      ],
      "parameters": {
        "options": {},
        "operation": "fromJson"
      },
      "typeVersion": 1
    },
    {
      "id": "376ab859-3a6a-4f2d-80da-f0ab8c5149f6",
      "name": "Télécharger XML",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2620,
        2050
      ],
      "webhookId": "db40435f-f201-4156-aa2d-9c5285dabbe4",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "a4c890b7-d858-42aa-9e60-746ce6b6d17b",
      "name": "Extraire de XML",
      "type": "n8n-nodes-base.extractFromFile",
      "position": [
        2840,
        2050
      ],
      "parameters": {
        "options": {},
        "operation": "xml"
      },
      "typeVersion": 1
    },
    {
      "id": "d91df63b-926b-43f5-9846-14cdde235b8d",
      "name": "Télécharger document Word",
      "type": "n8n-nodes-base.telegram",
      "position": [
        2180,
        1450
      ],
      "webhookId": "559f8f6c-743e-415a-bdbf-45360dd5f115",
      "parameters": {
        "fileId": "={{ $json.message.document.file_id }}",
        "resource": "file"
      },
      "credentials": {
        "telegramApi": {
          "id": "WCLbjm37GUpYDc78",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "8a4fecf9-c50e-44ce-a4ce-c60713805f71",
      "name": "Fichier en Base64",
      "type": "n8n-nodes-base.extractFromFile",
      "position": [
        2400,
        1450
      ],
      "parameters": {
        "options": {},
        "operation": "binaryToPropery"
      },
      "typeVersion": 1
    },
    {
      "id": "b40a6b1f-0a8e-4788-ae3a-17138cf5918e",
      "name": "Convertir en texte (convertapi.com)",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2620,
        1450
      ],
      "parameters": {
        "url": "https://v2.convertapi.com/convert/docx/to/txt",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n    \"Parameters\": [\n        {\n            \"Name\": \"File\",\n            \"FileValue\": {\n                \"Name\": \"{{ $('Download Word Document').item.binary.data.fileName }}\",\n                \"Data\": \"{{ $json.data }}\"\n            }\n        },\n        {\n            \"Name\": \"StoreFile\",\n            \"Value\": true\n        }\n    ]\n}",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "headerParameters": {
          "parameters": [
            {
              "name": "Authorization",
              "value": "Bearer YOUR_API_KEY_HERE"
            },
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "typeVersion": 4.2
    },
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      "name": "Télécharger texte",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2840,
        1450
      ],
      "parameters": {
        "url": "={{ $json.Files[0].Url }}",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "914ab0ed-f102-4fa3-9db3-cf097b92c0ec",
      "name": "Photo en texte1",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        2620,
        1250
      ],
      "parameters": {
        "text": "Describe the content of this image.",
        "modelId": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "GPT-4O-MINI"
        },
        "options": {
          "detail": "auto"
        },
        "resource": "image",
        "inputType": "base64",
        "operation": "analyze"
      },
      "credentials": {
        "openAiApi": {
          "id": "SFP1ZJopx1UD494m",
          "name": "n8n free OpenAI API credits"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "9f4e250c-fb80-4b96-a9c6-d4fd47382985",
      "name": "Note adhésive4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -40,
        1280
      ],
      "parameters": {
        "color": 4,
        "width": 620,
        "height": 260,
        "content": "\n\n## Requirement/Credentials\n1. Google drive API Key\n2. Telegram Bot Token. [Guide](https://docs.n8n.io/integrations/builtin/credentials/telegram/?utm_source=n8n_app&utm_medium=credential_settings&utm_campaign=create_new_credentials_modal)\n3. OpenAI API Key.\n4. Supabase API Key + Environment.\n5. ConvertAPI Key.\n6. Cohere API Key\n6. Postgres API Key. Or you can use n8n default simple memory node."
      },
      "typeVersion": 1
    },
    {
      "id": "f38669dd-5f21-4bb6-9f4d-1768e629eb0e",
      "name": "Note adhésive5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -40,
        440
      ],
      "parameters": {
        "width": 620,
        "height": 800,
        "content": "## ⚙️ How It Works \n### 🔁 Message Routing\n1. **Telegram Trigger** captures the user message (Text, Image, Voice, Document)\n2. **Message Router** routes input by type using a Switch node\n3. Each type is handled separately:\n     - **Voice** → Translate recording to text (.ogg, .mp3)\n     - **Image** → Analyze image to text.\n     -  **Text** → Sent directly to AI Agent (.txt).\n     - **Document** → Parsed (e.g. .docx to .txt) accordingly.\n\n         #### 📎 Document Type Routing\n         Before routing documents by type, the **Supported  Document File Types** node first checks if the file extension is allowed. If not supported, it exits early with an error message — preventing unnecessary processing.\nSupported documents are then routed using the **Document Router** node, and converted to text for further processing.\n\n         #### Supported Document File Types\n         **.jpg**   **.jpeg**   **.png**   **.webp**   **.pdf**   **.doc**   **.docx**   **.xls**   **.xlsx**   **.json**   **.xml**.\n\n4. The text content is combined with stored memory and embedded knowledge using a **RAG** approach, enabling the AI to respond based on real uploaded data.\n   ### 🧠 RAG via Supabase\n   Uploaded documents are vectorized using OpenAI Embeddings. Embeddings are stored in Supabase with metadata. On new questions, the chatbot:\n   - Extracts question intent\n   - Queries Supabase for semantically similar chunks\n   - Injects them into the prompt for OpenAI. \n   - OpenAI generates a grounded response based on actual document content.\n\n5. Response is sent to the Telegram user with content awareness."
      },
      "typeVersion": 1
    },
    {
      "id": "ca3a50ef-8148-4bb7-810c-a14422791866",
      "name": "Quand on clique sur 'Exécuter le workflow'",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        860,
        -160
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "5f8a25d8-a8bb-4b01-a7b0-7ad7d58ab0c9",
      "name": "Télécharger fichier",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        1080,
        -160
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "list",
          "value": "19mt-vKtgLTvoqhR8TgbN9eSyGIkrrBjqjWfj8EDlZpU",
          "cachedResultUrl": "https://docs.google.com/document/d/19mt-vKtgLTvoqhR8TgbN9eSyGIkrrBjqjWfj8EDlZpU/edit?usp=drivesdk",
          "cachedResultName": "Conor's Cleaning - Knowledge Base Document"
        },
        "options": {},
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "FVIK3OQQWPOoLCQq",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "3020c220-4e42-4c80-8bc8-7b93bc9a56e6",
      "name": "Chargeur de données par défaut1",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        1420,
        62.5
      ],
      "parameters": {
        "options": {},
        "dataType": "binary",
        "textSplittingMode": "custom"
      },
      "typeVersion": 1.1
    },
    {
      "id": "cc3f97fa-842d-45ae-ac51-6def07bfed1e",
      "name": "Séparateur de texte récursif1",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        1508,
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      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "c448b82d-7145-4d46-a0e6-f2a01234331f",
      "name": "OpenAI Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        3280,
        1376.5
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "SFP1ZJopx1UD494m",
          "name": "n8n free OpenAI API credits"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "5c1f5765-6d8e-429d-80d6-c9b3b15d4525",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        1300,
        60
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "SFP1ZJopx1UD494m",
          "name": "n8n free OpenAI API credits"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "0e500c88-38e1-4388-b0ef-116f95cf609c",
      "name": "Embeddings OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        3548,
        1576.5
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "SFP1ZJopx1UD494m",
          "name": "n8n free OpenAI API credits"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3ecaba71-3c29-42dd-8440-cd5c574241b9",
      "name": "Mémoire de chat Postgres",
      "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
      "position": [
        3400,
        1376.5
      ],
      "parameters": {
        "sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "sessionIdType": "customKey",
        "contextWindowLength": 3
      },
      "credentials": {
        "postgres": {
          "id": "1uobuv6Ly2ne6tEo",
          "name": "Postgres account"
        }
      },
      "typeVersion": 1.3
    },
    {
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      "name": "Note adhésive1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "color": 3,
        "width": 340,
        "height": 220,
        "content": "## ⚙️ Before using the Telegram chatbot:\nManually run this workflow to import your **Knowledge base** from Google drive into **Supabase** with vector embeddings.\nThis enables the Telegram chatbot to answer your questions based on real content."
      },
      "typeVersion": 1
    },
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      ],
      "parameters": {},
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      "type": "n8n-nodes-base.set",
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      ],
      "parameters": {
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              "type": "string",
              "value": "=Photo content: {{ $json.content }}\n\nPhoto caption: {{ $('Telegram Trigger').item.json.message.caption }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
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      "type": "n8n-nodes-base.set",
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      "parameters": {
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      "parameters": {
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      "type": "n8n-nodes-base.set",
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      ],
      "parameters": {
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      "type": "n8n-nodes-base.set",
      "position": [
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      ],
      "parameters": {
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      ],
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          "mode": "list",
          "value": "documents",
          "cachedResultName": "documents"
        }
      },
      "credentials": {
        "supabaseApi": {
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          "name": "Supabase account"
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      },
      "typeVersion": 1.3
    },
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      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
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      ],
      "parameters": {
        "text": "={{ $json.text }}",
        "options": {
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        },
        "promptType": "define"
      },
      "typeVersion": 2
    },
    {
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      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
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      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "topK": 10,
        "options": {},
        "tableName": {
          "__rl": true,
          "mode": "list",
          "value": "documents",
          "cachedResultName": "documents"
        },
        "useReranker": true,
        "toolDescription": "Retrieve information about Conor’s Cleaning from the Supabase vector store."
      },
      "credentials": {
        "supabaseApi": {
          "id": "3RkTGbP6tJA6ruj6",
          "name": "Supabase account"
        }
      },
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