Sistema inteligente de pedidos y recomendaciones de restaurante basado en Gemini AI y Telegram

Avanzado

Este es unLead Nurturing, Multimodal AIflujo de automatización del dominio deautomatización que contiene 21 nodos.Utiliza principalmente nodos como Code, Telegram, FormTrigger, GoogleSheets, Agent. Usar Gemini y Telegram para automatizar los pedidos de restaurante con recomendaciones de platos con IA

Requisitos previos
  • Bot Token de Telegram
  • Credenciales de API de Google Sheets
  • Clave de API de Google Gemini
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
{
  "id": "aDRgA0zAqjUD2yvU",
  "meta": {
    "instanceId": "dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281",
    "templateCredsSetupCompleted": true
  },
  "name": "Smart Restaurant Order & Suggestion System with Gemini AI and Telegram",
  "tags": [],
  "nodes": [
    {
      "id": "4492f7c4-0f63-4cc9-9772-b1d8194dd2fb",
      "name": "Activador de Nuevo Pedido (Formulario)",
      "type": "n8n-nodes-base.formTrigger",
      "position": [
        -880,
        360
      ],
      "webhookId": "cab910e4-9ffd-483b-8fc7-c1f4973ea948",
      "parameters": {
        "options": {},
        "formTitle": "Oneclick Restaurant Order - Table number 1",
        "formFields": {
          "values": [
            {
              "fieldLabel": "Please enter your name",
              "placeholder": "John doe",
              "requiredField": true
            },
            {
              "fieldType": "number",
              "fieldLabel": "Please enter your phone number",
              "placeholder": "123456789"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Tandoori Chicken  -  250 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Biryani - 200 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Masala Dosa - 150 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Idli vada - 100 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Dal Tadka - 150 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Steam Rice - 100 Rupees"
            },
            {
              "fieldLabel": "Paratha - 30 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Paneer butter masal - 250 Rupees"
            },
            {
              "fieldType": "number",
              "fieldLabel": "Fix Thali - 150 Rupees"
            }
          ]
        },
        "formDescription": "Please add your dish quantity and submit to place your order"
      },
      "typeVersion": 2.2
    },
    {
      "id": "1e2209ba-20d6-4d2a-9f03-6a62b3c98f4e",
      "name": "Extraer y Formatear Datos del Pedido",
      "type": "n8n-nodes-base.code",
      "position": [
        -660,
        360
      ],
      "parameters": {
        "jsCode": "const input = $input.all();\nconst formData = input[0].json;\n\nconst name = formData[\"Please enter your name\"];\nconst mobile = String(formData[\"Please enter your phone number\"]);\n\nfunction generateCustomerId() {\n  const chars = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789';\n  let id = '';\n  for (let i = 0; i < 6; i++) {\n    id += chars.charAt(Math.floor(Math.random() * chars.length));\n  }\n  return `CUST-${id}`;\n}\n\nconst customerId = generateCustomerId();\n\nconst dishes = Object.entries(formData)\n  .map(([key, value]) => {\n    const match = key.match(/^(.*)\\s*-\\s*(\\d+)\\s*Rupees$/);\n    if (!match) return null;\n    const rawQty = Number(value);\n    if (isNaN(rawQty) || rawQty < 1) return null;  // only >1\n    const unitPrice = Number(match[2]);\n    return {\n      dishName: match[1].trim(),\n      quantity: rawQty,\n      unitPrice,\n      totalPrice: rawQty * unitPrice\n    };\n  })\n  .filter(item => item !== null);\n\nreturn [\n  {\n    json: {\n      customerId,\n      name,\n      mobile,\n      dishes,\n    },\n  },\n];\n"
      },
      "typeVersion": 2
    },
    {
      "id": "fc25b5bf-717a-40b9-9cf3-69bd12c3fc52",
      "name": "Guardar Información del Cliente",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        -440,
        360
      ],
      "parameters": {
        "columns": {
          "value": {
            "Customer id": "={{ $json.customerId }}",
            "Customer name": "={{ $json.name }}",
            "costomer mobile number": "={{ $json.mobile }}"
          },
          "schema": [
            {
              "id": "Customer id",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Customer id",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Customer name",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Customer name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "costomer mobile number",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "costomer mobile number",
              "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/1QztyOVgP8vIAQGLeBNErIHqJ77fq4vDRVD1DvHJdGaI/edit#gid=0",
          "cachedResultName": "customer details"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1QztyOVgP8vIAQGLeBNErIHqJ77fq4vDRVD1DvHJdGaI",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1QztyOVgP8vIAQGLeBNErIHqJ77fq4vDRVD1DvHJdGaI/edit?usp=drivesdk",
          "cachedResultName": "restaurant order placement "
        },
        "authentication": "serviceAccount"
      },
      "credentials": {
        "googleApi": {
          "id": "ScSS2KxGQULuPtdy",
          "name": "Google Sheets- test"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "844defa5-d868-4397-a52e-9a165932aba0",
      "name": "Guardar Información del Plato",
      "type": "n8n-nodes-base.code",
      "position": [
        -220,
        360
      ],
      "parameters": {
        "jsCode": "// Input comes from the previous node\nconst data = $('Extract & Format Order Data').first().json.dishes;\n\nreturn data;\n"
      },
      "typeVersion": 2
    },
    {
      "id": "c5d5435a-2d99-48f0-b5c2-48531fb12670",
      "name": "Preparar Detalles del Plato para IA",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        0,
        360
      ],
      "parameters": {
        "columns": {
          "value": {
            "dish name": "={{ $json.dishName }}",
            "Customer id": "={{ $('Extract & Format Order Data').item.json.customerId }}",
            "actual price": "={{ $json.totalPrice }}",
            "dish quantity": "={{ $json.quantity }}",
            "per unit price": "={{ $json.unitPrice }}"
          },
          "schema": [
            {
              "id": "Customer id",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Customer id",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "dish name",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "dish name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "dish quantity",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "dish quantity",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "per unit price",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "per unit price",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "actual price",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "actual price",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "append",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 1326050181,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1QztyOVgP8vIAQGLeBNErIHqJ77fq4vDRVD1DvHJdGaI/edit#gid=1326050181",
          "cachedResultName": "customer order details"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "1QztyOVgP8vIAQGLeBNErIHqJ77fq4vDRVD1DvHJdGaI",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1QztyOVgP8vIAQGLeBNErIHqJ77fq4vDRVD1DvHJdGaI/edit?usp=drivesdk",
          "cachedResultName": "restaurant order placement "
        },
        "authentication": "serviceAccount"
      },
      "credentials": {
        "googleApi": {
          "id": "ScSS2KxGQULuPtdy",
          "name": "Google Sheets- test"
        }
      },
      "typeVersion": 4.6
    },
    {
      "id": "560536c7-a876-4418-9ad7-f4d3461d85f3",
      "name": "Limpiar Datos para Entrada de IA",
      "type": "n8n-nodes-base.code",
      "position": [
        220,
        360
      ],
      "parameters": {
        "jsCode": "// Fetch all incoming items\nconst items = $input.all();\n\n// Extract the raw row data (each item.json is one row)\nconst rawRows = items.map(item => item.json);\n\n// Bundle everything into a single field\nconst payload = { rows: rawRows };\n\n// Return a single output item whose json contains your full dataset\nreturn [{ json: { data: payload } }];"
      },
      "typeVersion": 2
    },
    {
      "id": "c0a4ab92-9ae3-45ca-806c-f4e1e5e396cc",
      "name": "Gemini Agente de Sugerencias de Platos por IA",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        440,
        360
      ],
      "parameters": {
        "text": "={{ $json.data }}",
        "options": {
          "systemMessage": "You are a friendly AI assistant for a restaurant, designed to suggest dishes that customers might enjoy based on their recent order. \n\nWe will provide you with structured JSON input representing a customer’s previous order, for example:\n\nYou are a friendly AI assistant for a restaurant, designed to suggest dishes that customers might enjoy based on their recent order. \n\nWe will provide you with structured JSON input representing a customer’s previous order, for example:\n\n{\n  \"customerId\": \"CUST-1D0RWH\",\n  \"name\": \"ajay\",\n  \"mobile\": \"9898989898\",\n  \"dishes\": [\n    { \"dishName\": \"Tandoori Chicken\", \"quantity\": 1, \"unitPrice\": 250, \"totalPrice\": 250 },\n    { \"dishName\": \"Masala Dosa\",       \"quantity\": 1, \"unitPrice\": 150, \"totalPrice\": 150 },\n    { \"dishName\": \"Idli vada\",         \"quantity\": 1, \"unitPrice\": 100, \"totalPrice\": 100 },\n    { \"dishName\": \"Dal Tadka\",         \"quantity\": 1, \"unitPrice\": 150, \"totalPrice\": 150 },\n    { \"dishName\": \"Paratha\",           \"quantity\": 2, \"unitPrice\": 30,  \"totalPrice\": 60 },\n    { \"dishName\": \"Paneer butter masal\",\"quantity\":1, \"unitPrice\": 250,\"totalPrice\":250 }\n  ]\n}\n\nYour job:\n1. Analyze the dishes—look at cuisine types, flavors, categories, and quantities.\n2. Recommend **3–5 other dishes** likely to appeal to this customer, explaining *why* (e.g., complementary flavors, similar cuisines, balancing variety).\n3. Output JSON with:\n   - `suggestions`: an array of objects each with `dishName` and `reason`\n\n**Important formatting rules:**\n- Output must be strictly valid JSON (no extra text).\n- Follow this structure exactly:\n\n\nYour job:\n1. Analyze the dishes—look at cuisine types, flavors, categories, and quantities.\n2. Recommend **3–5 other dishes** likely to appeal to this customer, explaining *why* (e.g., complementary flavors, similar cuisines, balancing variety).\n3. Output JSON with:\n   - `suggestions`: an array of objects each with `dishName` and `reason`\n\n**Important formatting rules:**\n- Output must be strictly valid JSON (no extra text).\n- Follow this structure exactly:"
        },
        "promptType": "define"
      },
      "typeVersion": 1.9
    },
    {
      "id": "d80e5505-1f6d-4904-b497-b62530f284e2",
      "name": "Formatear Sugerencias de IA para Telegram",
      "type": "n8n-nodes-base.code",
      "position": [
        816,
        360
      ],
      "parameters": {
        "jsCode": "// Step 1: Fetch the raw output from the AI Agent node\nconst aiResponse = $node[\"Gemini AI Dish Suggestion Agent\"].json.output; // Update \"AI Agent\" to your node name\n\n// Step 2: Strip Markdown fences if present\nconst markdownPattern = /^```json\\s*([\\s\\S]*)\\s*```$/;\nconst cleaned = aiResponse.replace(markdownPattern, \"$1\");\n\n// Step 3: Parse JSON safely\nlet parsed;\ntry {\n  parsed = JSON.parse(cleaned);\n} catch (err) {\n  throw new Error(`Failed to parse AI response JSON: ${err.message}`);\n}\n\n// Step 4: Return each suggestion as its own item (n8n format)\nreturn parsed.suggestions.map(s => ({\n  json: {\n    customerId: parsed.customerId,\n    ...s\n  }\n}));\n"
      },
      "typeVersion": 2
    },
    {
      "id": "c902fee2-f89a-42c8-92ea-4bced23561b7",
      "name": "Enviar Sugerencias vía Telegram",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1036,
        360
      ],
      "webhookId": "73247e26-45a7-4c4a-8a52-4a8fcc1d110d",
      "parameters": {
        "text": "={{ $json.dishName }}\n\n{{ $json.reason }}",
        "chatId": "newchatid",
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "3ubbGgZx2YzylQZu",
          "name": "Telegram account - test"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "068d712a-eddc-4021-8c3f-b601e767af92",
      "name": "Modelo de Chat",
      "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "position": [
        468,
        580
      ],
      "parameters": {
        "options": {},
        "modelName": "models/gemini-2.5-pro"
      },
      "credentials": {
        "googlePalmApi": {
          "id": "RvSkIBjP48ORJKhU",
          "name": "Google Gemini(PaLM) Api account - test"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "29206de4-5ee1-44e0-9e48-6440f390a981",
      "name": "Herramienta Think",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
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        588,
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      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
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      "name": "Nota Adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -910,
        0
      ],
      "parameters": {
        "color": 5,
        "width": 160,
        "height": 520,
        "content": "Triggered when a customer submits their dish order form."
      },
      "typeVersion": 1
    },
    {
      "id": "4d847217-066e-4323-afbd-03fe71074cc3",
      "name": "Nota Adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -470,
        0
      ],
      "parameters": {
        "color": 4,
        "width": 160,
        "height": 520,
        "content": "Adds customer details to the Google Sheet.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "63dd550d-71bd-4599-858d-6c1336bd4aed",
      "name": "Nota Adhesiva2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "color": 5,
        "width": 160,
        "height": 520,
        "content": "Gathers final dish data to send to the AI agent.\n"
      },
      "typeVersion": 1
    },
    {
      "id": "a954f2da-409f-4a5e-b31e-70ffd34ff718",
      "name": "Nota Adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "width": 160,
        "height": 520,
        "content": "Reformats the data to improve AI understanding."
      },
      "typeVersion": 1
    },
    {
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      "name": "Nota Adhesiva4",
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      "position": [
        786,
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      ],
      "parameters": {
        "color": 4,
        "width": 160,
        "height": 520,
        "content": "Converts Gemini output into Telegram-friendly message format."
      },
      "typeVersion": 1
    },
    {
      "id": "7ba85c44-5f48-482b-b385-81f819290c54",
      "name": "Nota Adhesiva5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1006,
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      ],
      "parameters": {
        "color": 3,
        "width": 160,
        "height": 520,
        "content": "Sends dish suggestions directly to the customer."
      },
      "typeVersion": 1
    },
    {
      "id": "7e499f3f-1037-4d71-a40a-45669b4ac16c",
      "name": "Nota Adhesiva6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "color": 3,
        "width": 160,
        "height": 520,
        "content": "Stores ordered dish quantities and types to a separate sheet."
      },
      "typeVersion": 1
    },
    {
      "id": "587a6136-fc12-4c0a-8fb1-a3b06026cb11",
      "name": "Nota Adhesiva7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        440,
        0
      ],
      "parameters": {
        "color": 6,
        "width": 260,
        "height": 520,
        "content": "Uses Gemini AI to recommend related dishes or offers."
      },
      "typeVersion": 1
    },
    {
      "id": "5f0d16a4-be36-4a56-8b4e-05093cfeaa68",
      "name": "Nota Adhesiva8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      ],
      "parameters": {
        "width": 160,
        "height": 520,
        "content": "Formats incoming form fields for further processing."
      },
      "typeVersion": 1
    },
    {
      "id": "286198a1-70dc-4d08-babf-dc24b127bf72",
      "name": "Nota Adhesiva9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -360,
        -540
      ],
      "parameters": {
        "color": 2,
        "width": 800,
        "height": 320,
        "content": "### This workflow helps automate restaurant order processing and customer engagement by:\n\n- Saving Time: Automatically records customer and dish data without manual entry.\n\n- Personalizing Experience: AI suggests relevant dishes or combos to upsell or enhance the order.\n\n- Centralized Tracking: All order data is logged into Google Sheets for real-time access and analytics.\n\n- Instant Outreach: Sends dish suggestions directly to customers via Telegram within seconds.\n\n- Scalability: Easily handles multiple orders with AI-driven intelligence—ideal for growing restaurants.\n\n"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "3910b529-9989-490f-ba6d-ed97e80f157a",
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      "main": [
        [
          {
            "node": "c902fee2-f89a-42c8-92ea-4bced23561b7",
            "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?

Avanzado - Nutrición de leads, IA Multimodal

¿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.

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Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos21
Categoría2
Tipos de nodos8
Descripción de la dificultad

Adecuado para usuarios avanzados, flujos de trabajo complejos con 16+ nodos

Autor
Oneclick AI Squad

Oneclick AI Squad

@oneclick-ai

The AI Squad Initiative is a pioneering effort to build, automate and scale AI-powered workflows using n8n.io. Our mission is to help individuals and businesses integrate AI agents seamlessly into their daily operations from automating tasks and enhancing productivity to creating innovative, intelligent solutions. We design modular, reusable AI workflow templates that empower creators, developers and teams to supercharge their automation with minimal effort and maximum impact.

Enlaces externos
Ver en n8n.io

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Categorías

Categorías: 34