Crear un chatbot de análisis de datos GPT-4 para análisis en tiempo real de hojas de cálculo de Google

• •Credenciales de API de Google Sheets
• •Clave de API de OpenAI

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          "value": "gpt-5",
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      "name": "Simple Memoria",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
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      "parameters": {
        "sessionKey": "={{ $('When chat message received').item.json.sessionId }}",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
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    {
      "id": "0938975c-2dad-41a8-ae91-b61f7bea50b7",
      "name": "Data Analyst Agente IA",
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      "parameters": {
        "text": "=User Input:\n{{ $('When chat message received').item.json.chatInput }}",
        "options": {
          "systemMessage": "=You are a helpful AI Data Analyst.  \nUse the provided JSON data to analyze and answer questions.  \n\nProducts:  \n{{ $json.products.map(item => item).toJsonString() }}  \n\nCustomers:  \n{{ $json.customers.map(item => item).toJsonString() }}  \n\nOrders:  \n{{ $json.orders.map(item => item).toJsonString() }}  \n\nAlways use the data above when performing analysis.  \n"
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      "typeVersion": 1.9
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    {
      "id": "96c91c7f-9111-43fc-b56d-2811ba18fdc9",
      "name": "Hojas de Google - Get Products Data",
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      "position": [
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        "sheetName": {
          "__rl": true,
          "mode": "name",
          "value": "Products"
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        "documentId": {
          "__rl": true,
          "mode": "url",
          "value": "https://docs.google.com/spreadsheets/d/13QGuASZJE2MtpTvX83OUCz_dn-WRy4DggWLy5HjBvJk/edit?gid=1076558389#gid=1076558389"
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      "name": "Hojas de Google - Get Customers Data",
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      "position": [
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      "parameters": {
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        "sheetName": {
          "__rl": true,
          "mode": "name",
          "value": "Customers"
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          "__rl": true,
          "mode": "url",
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          "mode": "name",
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        "aggregate": "aggregateAllItemData",
        "destinationFieldName": "products"
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      "name": "Agregar Data 2",
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        "aggregate": "aggregateAllItemData",
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        "content": "## Google Sheet - Get Data  \nUpdate the document URL  \nUpdate the sheet name  \nAdjust the number of Google Sheets nodes based on your use case  \n"
      },
      "typeVersion": 1
    },
    {
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        "content": "Workflow Configurations:  \n- Update the Google Sheets document ID in all Google Sheets nodes to point to your data source based on your use case  \n- Example Google Sheets template you can copy: https://docs.google.com/spreadsheets/d/1-QTFO3TbGFjtYOMUfZb0aY66J_8G-R0Rb0JHLWrEZ90/edit?gid=0#gid=0  \n- Configure the sheet names to match your Google Sheets structure  \n- Adjust the AI Agent system message to reflect your specific data schema and analysis requirements  \n- Customize the chat trigger webhook ID for your specific implementation  \n"
      },
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      "parameters": {
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        "height": 320,
        "content": "## 🤖 Build a Smart AI Data Analyst Chatbot with Google Sheet and GPT-5\n\nWhat This Template Does:\n\n- Creates an intelligent chatbot that can analyze data from Google Sheets in real time  \n- Fetches live data from all Google Sheets whenever a chat message is received  \n- Uses OpenAI's model to provide intelligent data analysis and insights  \n- Maintains conversation memory to provide context-aware responses across chat sessions  \n- Combines multiple data sources to provide comprehensive business intelligence answers  \n"
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    },
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        "content": "## 📋 WORKFLOW PROCESS OVERVIEW\n\nStep 1: 💬 Chat Trigger receives incoming chat messages with session ID tracking  \nStep 2: 📊 Data Retrieval (Parallel Processing)  \nStep 3: 🔄 Data Aggregation combines data from all sources  \nStep 4: 🤝 Merge Node combines all aggregated data streams into a single data object  \nStep 5: 🧠 AI Analysis processes user input using:  \n - OpenAI Model for intelligent responses  \n - Simple Memory maintains conversation context using session ID  \n - Data Analyst AI Agent analyzes the combined data and generates insights based on user queries  \nStep 6: 📤 Response delivers analytical insights, charts, summaries, or answers back to the chat interface  \n"
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        "content": "# 👋 Hi, I’m Billy\n\nI help businesses build **n8n workflows** & **AI automation projects**.  \nNeed help with n8n or AI Automation projects? \nContact me and let’s build your automation together.\n\n📩 **Email:** billychartanto@gmail.com  \n🤝 **n8n Creator:** [n8n.io/creators/billy](https://n8n.io/creators/billy/)\n🌐 **My n8n Projects:** [billychristi.com/n8n](https://www.billychristi.com/n8n)  \n\n\n\n---\n💡 Feel free to get in touch if you’d like help on your next automation project or if you have any feedback or thoughts to share.\n"
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      "id": "27d66d12-5a60-45c8-a175-03fdea4db01d",
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      "parameters": {
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        "content": "## Data Analyst AI Agent  \nThis is where all data is processed based on user input  \n\nConfiguration:  \nUpdate the system message prompt data sources based on your use case  \n"
      },
      "typeVersion": 1
    }
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          {
            "node": "Data Analyst AI Agent",
            "type": "main",
            "index": 0
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    "Simple Memory": {
      "ai_memory": [
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          {
            "node": "Data Analyst AI Agent",
            "type": "ai_memory",
            "index": 0
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        ]
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    "Aggregate Data 1": {
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            "index": 0
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    "Aggregate Data 2": {
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            "type": "main",
            "index": 1
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    "Aggregate Data 3": {
      "main": [
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          {
            "node": "Merge",
            "type": "main",
            "index": 2
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    "OpenAI Chat Model": {
      "ai_languageModel": [
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            "node": "Data Analyst AI Agent",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
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    },
    "When chat message received": {
      "main": [
        [
          {
            "node": "Google Sheets - Get Orders Data",
            "type": "main",
            "index": 0
          },
          {
            "node": "Google Sheets - Get Products Data",
            "type": "main",
            "index": 0
          },
          {
            "node": "Google Sheets - Get Customers Data",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Google Sheets - Get Orders Data": {
      "main": [
        [
          {
            "node": "Aggregate Data 3",
            "type": "main",
            "index": 0
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    },
    "Google Sheets - Get Products Data": {
      "main": [
        [
          {
            "node": "Aggregate Data 1",
            "type": "main",
            "index": 0
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    },
    "Google Sheets - Get Customers Data": {
      "main": [
        [
          {
            "node": "Aggregate Data 2",
            "type": "main",
            "index": 0
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