🧑‍🎓 Professeur de langage basé sur l'IA (Telegram, Google Sheet et GPT-4o)

Intermédiaire

Ceci est unAIworkflow d'automatisation du domainecontenant 9 nœuds.Utilise principalement des nœuds comme Telegram, Aggregate, GoogleSheets, Agent, TelegramTrigger, combinant la technologie d'intelligence artificielle pour une automatisation intelligente. 🧑‍🎓 Enseignant de langage IA basé sur Telegram, Google Sheets et GPT-4o

Prérequis
  • Token Bot Telegram
  • Informations d'identification Google Sheets API
  • Clé API OpenAI
Aperçu du workflow
Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement
Exporter le workflow
Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow
{
  "meta": {
    "instanceId": "6a5e68bcca67c4cdb3e0b698d01739aea084e1ec06e551db64aeff43d174cb23",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "bc49829b-45f2-4910-9c37-907271982f14",
      "name": "Note adhésive 3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1500,
        -520
      ],
      "parameters": {
        "width": 780,
        "height": 540,
        "content": "### 3. Do you need more details?\nFind a step-by-step guide in this tutorial\n![Guide](https://www.samirsaci.com/content/images/2025/04/Flash-Cards.png)\n[🎥 Watch My Tutorial](https://youtu.be/MQV8wDSug7M)"
      },
      "typeVersion": 1
    },
    {
      "id": "80af5237-9046-4b40-ac7c-167d8e0a490f",
      "name": "Agent IA",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "notes": "Pinyin + Example",
      "position": [
        -2140,
        -140
      ],
      "parameters": {
        "text": "={{ $('Telegram Trigger').item.json.message.text }}",
        "options": {
          "systemMessage": "=# Context\nYou are an AI-powered language tutor designed to help {{ $('Telegram Trigger').item.json.message.chat.first_name }} practice Chinese vocabulary efficiently. \n\n# Role\nYour primary role is to generate interactive Multiple-Choice Questions (MCQs) and evaluate the user's responses.\n\n# Types of Exercises\n- MCQ: Provide an English word and four Chinese answer choices, one correct and three incorrect.\n\n# Rules for MCQ Generation\n1. Select a random **Chinese word** from this list {{ $json.targetLanguage }}\n2. Randomly select **three incorrect Chinese options** from the list or outside the list.\n3. **Do NOT mark the correct answer with ✅** in the question.\n4. Present the question in the following format:\nExample Question Format:\nWhat is the correct translation for \"Warehouse\"?\nA) 运输\nB) 仓库 \nC) 合同\nD) 投标\n5. Ask the user to respond with **A, B, C, or D**.\n\n# Evaluating User Responses:\n1. **Wait for the user's answer. Do NOT assume correctness before checking.**\n2. If the user selects the correct answer:\n- Respond positively: \"Great job! ✅ [Correct Answer] [Correct Answer's Pinyin] means [English Meaning].\"\n3. If the user selects the wrong answer:\n- Provide corrective feedback: \"Oops! ❌ The correct answer was [Correct Answer] ([English Meaning]).\"\n4. If the user provides an **invalid response** (e.g., \"Hello\"), ask them to respond with **A, B, C, or D**.\n\n# Post-Evaluation:\n- After giving feedback, always generate another question. Do not ask the user if he wants another question\n\n# Behavior & Tone\n- Be engaging and encouraging.\n- Ensure clarity in feedback.\n- Guide the user patiently if they provide invalid inputs."
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "notesInFlow": true,
      "typeVersion": 1.7
    },
    {
      "id": "8b35027e-ec5b-4c3e-9a5b-2780b6c40223",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -2180,
        100
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "typeVersion": 1.2
    },
    {
      "id": "688d6882-4930-407d-bf58-5f6add8eb159",
      "name": "Mémoire simple",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        -2000,
        140
      ],
      "parameters": {
        "sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
    },
    {
      "id": "33f4a062-73f9-4a99-abca-1184ef2c2a41",
      "name": "Telegram Trigger",
      "type": "n8n-nodes-base.telegramTrigger",
      "position": [
        -2960,
        -140
      ],
      "webhookId": "88179da7-9927-4bdc-8bd7-78022810b48e",
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "notesInFlow": true,
      "typeVersion": 1.1
    },
    {
      "id": "af385807-d024-477e-9a42-c195043e95da",
      "name": "Récupérer le vocabulaire",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        -2700,
        -140
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 0,
          "cachedResultUrl": "=",
          "cachedResultName": "="
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "=",
          "cachedResultUrl": "=",
          "cachedResultName": "="
        }
      },
      "notesInFlow": true,
      "typeVersion": 4.5
    },
    {
      "id": "3ab67ca5-9839-4fa6-bfc1-4dbbaf5593fc",
      "name": "Note adhésive 1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -3000,
        -520
      ],
      "parameters": {
        "color": 7,
        "width": 680,
        "height": 540,
        "content": "### 1. Workflow Trigger with Telegram Message\n1. The workflow is triggered by a user message. \n2. The second node retrieves the vocabulary list from a Google Sheet.\n3. The third node combines all the words in Chinese and English in two distinctive lists.\n\n#### How to setup?\n- **Telegram Node:** set up your telegram bot credentials\n[Learn more about the Telegram Trigger Node](https://docs.n8n.io/integrations/builtin/trigger-nodes/n8n-nodes-base.telegramtrigger/)\n- **Retrieve Vocabulary from a Google Sheet Node**:\n   1. Add your Google Sheet API credentials to access the Google Sheet file\n   2. Select the file using the list, an URL or an ID\n   3. Select the sheet in which you have stored your vocabulary list\n  [Learn more about the Google Sheet Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googlesheets)\n"
      },
      "typeVersion": 1
    },
    {
      "id": "740a2d04-46fe-41f1-b887-f88f3e23c50d",
      "name": "Note adhésive",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2300,
        -520
      ],
      "parameters": {
        "color": 7,
        "width": 760,
        "height": 780,
        "content": "### 2. Conversational AI Agent\nThe AI agent will take as inputs the two vocabulary lists and user's message to asks questions and process answers. Conversations are recorded by chat id; each user has its own conversation with the bot.\n\n#### How to setup?\n- **Telegram Nodes:** set up your telegram bot credentials\n[Learn more about the Telegram Trigger Node](https://docs.n8n.io/integrations/builtin/trigger-nodes/n8n-nodes-base.telegramtrigger/)\n- **AI Agent with the Chat Model**:\n   1. Add a chat model with the required credentials *(Example: Open AI 4o-mini)*\n   2. Adapt the system prompt with the **target learning language** and the format of the question you want to have.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "e92a55dc-6d9d-4008-bb40-72a7f2dd470c",
      "name": "Agréger les listes de vocabulaire",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        -2460,
        -140
      ],
      "parameters": {
        "options": {},
        "fieldsToAggregate": {
          "fieldToAggregate": [
            {
              "renameField": true,
              "outputFieldName": "initialLanguage",
              "fieldToAggregate": "initialText"
            },
            {
              "renameField": true,
              "outputFieldName": "targetLanguage",
              "fieldToAggregate": "translatedText"
            }
          ]
        }
      },
      "typeVersion": 1
    },
    {
      "id": "18b29677-cfc0-4817-9321-35090a3fda2e",
      "name": "Répondre à l'utilisateur",
      "type": "n8n-nodes-base.telegram",
      "position": [
        -1740,
        -140
      ],
      "webhookId": "=",
      "parameters": {
        "text": "={{ $json.output }}",
        "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "notesInFlow": true,
      "typeVersion": 1.2
    }
  ],
  "pinData": {},
  "connections": {
    "80af5237-9046-4b40-ac7c-167d8e0a490f": {
      "main": [
        [
          {
            "node": "18b29677-cfc0-4817-9321-35090a3fda2e",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "688d6882-4930-407d-bf58-5f6add8eb159": {
      "ai_memory": [
        [
          {
            "node": "80af5237-9046-4b40-ac7c-167d8e0a490f",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "33f4a062-73f9-4a99-abca-1184ef2c2a41": {
      "main": [
        [
          {
            "node": "af385807-d024-477e-9a42-c195043e95da",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "8b35027e-ec5b-4c3e-9a5b-2780b6c40223": {
      "ai_languageModel": [
        [
          {
            "node": "80af5237-9046-4b40-ac7c-167d8e0a490f",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "af385807-d024-477e-9a42-c195043e95da": {
      "main": [
        [
          {
            "node": "e92a55dc-6d9d-4008-bb40-72a7f2dd470c",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "e92a55dc-6d9d-4008-bb40-72a7f2dd470c": {
      "main": [
        [
          {
            "node": "80af5237-9046-4b40-ac7c-167d8e0a490f",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
Foire aux questions

Comment utiliser ce workflow ?

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

Dans quelles scénarios ce workflow est-il adapté ?

Intermédiaire - Intelligence Artificielle

Est-ce payant ?

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

Informations sur le workflow
Niveau de difficulté
Intermédiaire
Nombre de nœuds9
Catégorie1
Types de nœuds8
Description de la difficulté

Adapté aux utilisateurs expérimentés, avec des workflows de complexité moyenne contenant 6-15 nœuds

Auteur
Samir Saci

Samir Saci

@samirsaci

Automation, AI and Analytics for Supply Chain & Business Optimization Helping businesses streamline operations using n8n, AI agents, and data science to enhance efficiency and sustainability. Linkedin: www.linkedin.com/in/samir-saci

Liens externes
Voir sur n8n.io

Partager ce workflow

Catégories

Catégories: 34