🧑‍🎓 profesor de lenguaje basado en IA (Telegram, Google Sheets y GPT-4o)

Intermedio

Este es unAIflujo de automatización del dominio deautomatización que contiene 9 nodos.Utiliza principalmente nodos como Telegram, Aggregate, GoogleSheets, Agent, TelegramTrigger, combinando tecnología de inteligencia artificial para lograr automatización inteligente. 🧑‍🎓 profesor de lenguaje basado en AI (Telegram, Google Sheets y GPT-4o)

Requisitos previos
  • Bot Token de Telegram
  • Credenciales de API de Google Sheets
  • Clave de API de OpenAI
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
  "meta": {
    "instanceId": "6a5e68bcca67c4cdb3e0b698d01739aea084e1ec06e551db64aeff43d174cb23",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "bc49829b-45f2-4910-9c37-907271982f14",
      "name": "Nota Adhesiva 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": "Agentee de 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": "Modelo de Chat OpenAI",
      "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": "Memoria 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": "Disparador Telegram",
      "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": "Recuperar Vocabulario",
      "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": "Nota Adhesiva 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": "Nota Adhesiva",
      "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": "Agregar Listas de Vocabulario",
      "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": "Responder al Usuario",
      "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": {
    "Agente de IA": {
      "main": [
        [
          {
            "node": "18b29677-cfc0-4817-9321-35090a3fda2e",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "688d6882-4930-407d-bf58-5f6add8eb159": {
      "ai_memory": [
        [
          {
            "node": "Agente de IA",
            "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": "Agente de IA",
            "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": "Agente de IA",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
Preguntas frecuentes

¿Cómo usar este flujo de trabajo?

Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.

¿En qué escenarios es adecuado este flujo de trabajo?

Intermedio - Inteligencia Artificial

¿Es de pago?

Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.

Información del flujo de trabajo
Nivel de dificultad
Intermedio
Número de nodos9
Categoría1
Tipos de nodos8
Descripción de la dificultad

Adecuado para usuarios con experiencia intermedia, flujos de trabajo de complejidad media con 6-15 nodos

Autor
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

Enlaces externos
Ver en n8n.io

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Categorías

Categorías: 34