{
  "workflow": {
    "id": 6840,
    "name": "Extract contacts from business cards to Google Sheets with GPT4o",
    "views": 1343,
    "recentViews": 0,
    "totalViews": 1343,
    "createdAt": "2025-08-02T06:44:32.114Z",
    "description": "# 📄 Auto Extract Contacts from Business Cards to Sheet With GPT4o\n[![Watch the video](https://s3.ap-southeast-1.amazonaws.com/automatewith.me/n8n-free-workflow-to-auto-generate-leads-from-name-cards.jpg)](https://www.youtube.com/watch?v=2EWgC5UKiBQ)\n> This smart workflow extracts names, phone numbers, emails, and more from uploaded name card photos using AI, then logs them neatly into your Google Sheet. No typing. No mess. Just upload and go.\n\n## 👤 Who’s it for\n\n- Sales & Business Development Teams  \n- Recruiters & Talent Acquisition Specialists  \n- Event Teams collecting business cards  \n- Admins who manage contact databases manually  \n\n## ⚙️ How it works / What it does\n\nThis workflow automates the extraction of contact details from uploaded name card (business card) images and stores them in a structured Google Sheet for easy tracking and follow-up.\n\n### Workflow Steps:\n1. User uploads one or more name card images through a web form.\n2. The uploaded files are saved to a Google Drive folder for archiving.\n3. A smart AI agent (with OCR and GPT capabilities) scans each image and extracts relevant contact data into structured JSON format.\n4. Data is transformed, cleaned (e.g., removing `+` from phone numbers), and filtered.\n5. Valid contacts are appended to a Google Sheet for central tracking and future use.\n\n## 🛠 How to set up\n\n1. **Create a Form**  \n   - Allow file upload (JPG/PNG format).\n   - Label it as “Name Card Uploader” with a clear description.\n\n2. **Upload to Google Drive**  \n   - Use the Google Drive node to store uploaded images.\n\n3. **Configure Smart Agent**  \n   - Use GPT-4o or similar model with OCR capability.\n   - Apply a structured output parser to extract contact fields like name, phone, email, company, etc.\n\n4. **Transform Data**  \n   - Use the Code node to clean and structure contact info.\n   - Strip out unwanted characters from phone numbers (e.g., `+`).\n\n5. **Filter Invalid Records**  \n   - Remove entries with no meaningful contact data.\n\n6. **Append to Google Sheets**  \n   - Use the Google Sheets node with \"Append Sheet Row\".\n   - Map fields to columns like Name, Phone, Email, etc.\n\n## ✅ Requirements\n\n- n8n workflow environment  \n- Google Drive integration (for file storage)  \n- Google Sheets integration (for storing contacts)  \n- GPT-4o or any image-capable LLM  \n- Clear name card images (PNG/JPG, readable text)  \n- (Optional) Slack/email integration for notifications\n\n## 🧩 How to customize the workflow\n\n- **CRM Sync**: Connect to platforms like HubSpot, Salesforce, or Zoho.  \n- **Validation Logic**: Ensure records contain key fields like name or email before writing.  \n- **Uploader Info**: Attach submitter metadata to each contact record.  \n- **Language Adaptation**: Adjust extracted field labels/output to target your preferred language.  \n- **Batch Upload**: Handle multiple cards in a single image or multiple uploads in one go.",
    "workflow": {
      "id": "d7F1dEqCRoIUVdYj",
      "meta": {
        "instanceId": "4a2e6764ba7a6bc9890d9225f4b21d570ce88fc9bd57549c89057fcee58fed0f",
        "templateId": "5453",
        "templateCredsSetupCompleted": true
      },
      "name": "Auto Extract Contacts from Business Cards to Sheet With GPT4o",
      "tags": [
        {
          "id": "pg2i0mqcvGPoanrU",
          "name": "Sales Workflow",
          "createdAt": "2025-08-02T06:00:12.615Z",
          "updatedAt": "2025-08-02T06:00:12.615Z"
        }
      ],
      "nodes": [
        {
          "id": "20d8f543-4115-4190-b5f9-ff9ff374a7e9",
          "name": "Sticky Note7",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -2864,
            1216
          ],
          "parameters": {
            "width": 1312,
            "height": 1568,
            "content": "# 📄 Auto Extract Contacts from Business Cards to Sheet With GPT4o\n\nThis smart workflow extracts names, phone numbers, emails, and more from uploaded name card photos using AI, then logs them neatly into your Google Sheet. No typing. No mess. Just upload and go.\n\n## 👤 Who’s it for\n\n- Sales & Business Development Teams  \n- Recruiters & Talent Acquisition Specialists  \n- Event Teams collecting business cards  \n- Admins who manage contact databases manually  \n\n## ⚙️ How it works / What it does\n\nThis workflow automates the extraction of contact details from uploaded name card (business card) images and stores them in a structured Google Sheet for easy tracking and follow-up.\n\n### Workflow Steps:\n1. User uploads one or more name card images through a web form.\n2. The uploaded files are saved to a Google Drive folder for archiving.\n3. A smart AI agent (with OCR and GPT capabilities) scans each image and extracts relevant contact data into structured JSON format.\n4. Data is transformed, cleaned (e.g., removing `+` from phone numbers), and filtered.\n5. Valid contacts are appended to a Google Sheet for central tracking and future use.\n\n## 🛠 How to set up\n\n1. **Create a Form**  \n   - Allow file upload (JPG/PNG format).\n   - Label it as “Name Card Uploader” with a clear description.\n\n2. **Upload to Google Drive**  \n   - Use the Google Drive node to store uploaded images.\n\n3. **Configure Smart Agent**  \n   - Use GPT-4o or similar model with OCR capability.\n   - Apply a structured output parser to extract contact fields like name, phone, email, company, etc.\n\n4. **Transform Data**  \n   - Use the Code node to clean and structure contact info.\n   - Strip out unwanted characters from phone numbers (e.g., `+`).\n\n5. **Filter Invalid Records**  \n   - Remove entries with no meaningful contact data.\n\n6. **Append to Google Sheets**  \n   - Use the Google Sheets node with \"Append Sheet Row\".\n   - Map fields to columns like Name, Phone, Email, etc.\n\n## ✅ Requirements\n\n- n8n workflow environment  \n- Google Drive integration (for file storage)  \n- Google Sheets integration (for storing contacts)  \n- GPT-4o or any image-capable LLM  \n- Clear name card images (PNG/JPG, readable text)  \n- (Optional) Slack/email integration for notifications\n\n## 🧩 How to customize the workflow\n\n- **CRM Sync**: Connect to platforms like HubSpot, Salesforce, or Zoho.  \n- **Validation Logic**: Ensure records contain key fields like name or email before writing.  \n- **Uploader Info**: Attach submitter metadata to each contact record.  \n- **Language Adaptation**: Adjust extracted field labels/output to target your preferred language.  \n- **Batch Upload**: Handle multiple cards in a single image or multiple uploads in one go."
          },
          "typeVersion": 1
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          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
            "width": 540,
            "height": 932,
            "content": "![Alt text](https://wisestackai.s3.ap-southeast-1.amazonaws.com/namecard.jpg \"Optional title text\")\n"
          },
          "typeVersion": 1
        },
        {
          "id": "f036f0ca-7b80-4573-bdc1-266eb97a8bd5",
          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "width": 636,
            "height": 496,
            "content": "## 1.1. Smart agent extract contact from name card picture \n- Sales person upload picture (png/jpg) with multiple name cards (no limit, make sure it clear).\n- Smart agent with OCR capability scan the image and extract all contact and relevant information then transform to well-structure JSON "
          },
          "typeVersion": 1
        },
        {
          "id": "1dd2dc2f-488d-4dce-8c03-e2d508e07ffd",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            912,
            1648
          ],
          "parameters": {
            "width": 556,
            "height": 304,
            "content": "## 3. Add record to google sheet\n- Client contact has been extracted from name card pictures and save to google drive sheet"
          },
          "typeVersion": 1
        },
        {
          "id": "513be31a-68e9-418c-a328-9ca65cf91df2",
          "name": "Sticky Note6",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
            "width": 1020,
            "height": 356,
            "content": "![Alt text](https://wisestackai.s3.ap-southeast-1.amazonaws.com/Screenshot+2025-08-02+at+1.28.06%E2%80%AFPM.png \"Optional title text\")"
          },
          "typeVersion": 1
        },
        {
          "id": "156a2e1e-81ab-4650-b6d1-5a289fd4e8dd",
          "name": "On form submission",
          "type": "n8n-nodes-base.formTrigger",
          "position": [
            -464,
            1600
          ],
          "webhookId": "916fbea3-2f7f-47fe-9580-fd1eda1936ca",
          "parameters": {
            "options": {},
            "formTitle": "Name Card Uploader Form",
            "formFields": {
              "values": [
                {
                  "fieldType": "file",
                  "fieldLabel": "Name Card Picture",
                  "multipleFiles": false,
                  "acceptFileTypes": ".jpg,.jpge,.png"
                }
              ]
            },
            "formDescription": "Upload a photo of one or more business cards. Our system will automatically extract contact details, such as name, company, phone number, and email, and save them to your team’s Google Sheet for easy access and follow-up."
          },
          "typeVersion": 2.2
        },
        {
          "id": "da4c7125-eb33-4770-a6c0-a797a20117e5",
          "name": "Add contact to tracking sheet",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            1088,
            1760
          ],
          "parameters": {
            "columns": {
              "value": {},
              "schema": [
                {
                  "id": "Name",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Name",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "JobTitle",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "JobTitle",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Company",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Company",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Phone",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Phone",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Email",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Email",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Website",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Website",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Address",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Address",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "LinkedIn",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "LinkedIn",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "autoMapInputData",
              "matchingColumns": [],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "append",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_AWS_SECRET_KEY_HERE_Pzw/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "YOUR_AWS_SECRET_KEY_HERE_Pzw",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_AWS_SECRET_KEY_HERE_Pzw/edit?usp=drivesdk",
              "cachedResultName": "Contacts"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "credential-id",
              "name": "googleSheetsOAuth2Api Credential"
            }
          },
          "typeVersion": 4.6
        },
        {
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          "name": "Transform Output",
          "type": "n8n-nodes-base.code",
          "position": [
            480,
            1760
          ],
          "parameters": {
            "jsCode": "const allItems = $input.all();\nlet output = [];\n\nfor (const item of allItems) {\n  const contacts = item.json.output;\n\n  for (const contact of contacts) {\n    const cleanedPhone = contact.phone ? contact.phone.replace(/\\+/g, '') : '';\n    output.push({\n      json: {\n        Name: contact.name || '',\n        JobTitle: contact.job_title || '',\n        Company: contact.company || '',\n        Phone: cleanedPhone || '',\n        Email: contact.email.toLowerCase() || '',\n        Website: contact.website || '',\n        Address: contact.address || '',\n        LinkedIn: contact.linkedin || ''\n      }\n    });\n  }\n}\n\nreturn output;"
          },
          "typeVersion": 2
        },
        {
          "id": "abd70432-b13a-4e20-8ef2-eaa70f59db1d",
          "name": "Structured Output Parser",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
            80,
            2064
          ],
          "parameters": {
            "jsonSchemaExample": "[{\n    \"name\": \"John Doe\",\n    \"job_title\": \"Sales Manager\",\n    \"company\": \"TechCorp Inc.\",\n    \"phone\": \"+1234567890\",\n    \"email\": \"user@example.com\",\n    \"website\": \"https://www.techcorp.com\",\n    \"address\": \"123 Market Street, San Francisco, CA\",\n    \"linkedin\": \"https://linkedin.com/in/johndoe\"\n  }]"
          },
          "typeVersion": 1.3
        },
        {
          "id": "4cf62a29-c529-401d-a675-ccda319620d9",
          "name": "GPT4o",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -64,
            2064
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o",
              "cachedResultName": "gpt-4o"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "2470ecbd-18a6-4c82-864c-781410922d75",
          "name": "Sticky Note8",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
            "width": 540,
            "height": 468,
            "content": "![Alt text](https://wisestackai.s3.ap-southeast-1.amazonaws.com/Screenshot+2025-08-02+at+1.25.32%E2%80%AFPM.png \"Optional title text\")\n"
          },
          "typeVersion": 1
        },
        {
          "id": "8eaed946-7f53-4f93-82c1-7a709639e62c",
          "name": "Neural assistant for contact extraction",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
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          ],
          "parameters": {
            "text": "=Extract all business contact details from this image of multiple name cards. Return full names, job titles, company names, phone numbers, email addresses, websites, office addresses, and any relevant information such as QR code content or social media links. Do not include decorative elements or branding.",
            "options": {
              "systemMessage": "You are a smart assistant that helps sales and business development teams extract business contact information from images containing multiple business cards. Your role is to analyze the image, detect all individual cards, and extract relevant details such as full name, job title, company name, phone number, email address, website, office address, social media links, and any QR code content. You should skip any decorative or branding elements and focus only on useful business information. Maintain a logical reading order from top to bottom, left to right. Your output will be used by a downstream parser, so return clean, readable text without additional formatting or structure."
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "typeVersion": 2.1
        },
        {
          "id": "ab5f4a90-be5f-478e-b471-de0f24cae931",
          "name": "Filter bad data",
          "type": "n8n-nodes-base.filter",
          "position": [
            704,
            1760
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "version": 2,
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "841d0d69-4413-43dd-a48b-034d0f6af183",
                  "operator": {
                    "type": "string",
                    "operation": "notEmpty",
                    "singleValue": true
                  },
                  "leftValue": "={{ $json.Name }}",
                  "rightValue": ""
                }
              ]
            }
          },
          "typeVersion": 2.2
        },
        {
          "id": "e163856a-b1ee-4d38-af8d-b272b772cddd",
          "name": "Upload file",
          "type": "n8n-nodes-base.googleDrive",
          "position": [
            -16,
            1424
          ],
          "parameters": {
            "name": "={{ $now.toFormat(\"yyyyLLdd-HHmmss\") }}-{{$binary.data.fileName}}",
            "driveId": {
              "__rl": true,
              "mode": "list",
              "value": "My Drive"
            },
            "options": {},
            "folderId": {
              "__rl": true,
              "mode": "list",
              "value": "1IPcko8bzogO3W4mxhrW2Q017QA0Lc5MI",
              "cachedResultUrl": "https://drive.google.com/drive/folders/1IPcko8bzogO3W4mxhrW2Q017QA0Lc5MI",
              "cachedResultName": "SmartSales"
            }
          },
          "credentials": {
            "googleDriveOAuth2Api": {
              "id": "credential-id",
              "name": "googleDriveOAuth2Api Credential"
            }
          },
          "typeVersion": 3
        },
        {
          "id": "d3624f8d-148b-433a-9b84-b613a080f016",
          "name": "Sticky Note9",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -272,
            1376
          ],
          "parameters": {
            "width": 636,
            "height": 208,
            "content": "## 1.2. Upload to Google Drive folder for later process"
          },
          "typeVersion": 1
        },
        {
          "id": "71d1d6e2-e107-4b55-8321-d7aac1930adb",
          "name": "Sticky Note10",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "width": 492,
            "height": 208,
            "content": "## 2. Transform & clean data"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "b71fa024-0e46-4615-86b4-8afcc5dddc68",
      "connections": {
        "GPT4o": {
          "ai_languageModel": [
            [
              {
                "node": "Neural assistant for contact extraction",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Filter bad data": {
          "main": [
            [
              {
                "node": "Add contact to tracking sheet",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Transform Output": {
          "main": [
            [
              {
                "node": "Filter bad data",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "On form submission": {
          "main": [
            [
              {
                "node": "Neural assistant for contact extraction",
                "type": "main",
                "index": 0
              },
              {
                "node": "Upload file",
                "type": "main",
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              }
            ]
          ]
        },
        "Structured Output Parser": {
          "ai_outputParser": [
            [
              {
                "node": "Neural assistant for contact extraction",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "Neural assistant for contact extraction": {
          "main": [
            [
              {
                "node": "Transform Output",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 16,
      "nodeTypes": {
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        "n8n-nodes-base.filter": {
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        },
        "n8n-nodes-base.googleDrive": {
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        },
        "n8n-nodes-base.googleSheets": {
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        },
        "@n8n/n8n-nodes-langchain.agent": {
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        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
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        },
        "@n8n/n8n-nodes-langchain.outputParserStructured": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "Trung Tran",
      "username": "trungtran",
      "bio": "Empowering small and medium businesses with smart automation and practical AI, no big tech team required. Youtube channel: youtube.com/@theStackExplorer",
      "verified": true,
      "links": [
        "https://www.automatewith.me"
      ],
      "avatar": "https://gravatar.com/avatar/716d5835286b57fb642fb00972b432f63c72f3a0258e1f6a476ceb02829d21bd?r=pg&d=retro&size=200"
    },
    "nodes": [
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        "id": 18,
        "icon": "file:googleSheets.svg",
        "name": "n8n-nodes-base.googleSheets",
        "codex": {
          "data": {
            "alias": [
              "CSV",
              "Sheet",
              "Spreadsheet",
              "GS"
            ],
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/love-at-first-sight-ricardos-n8n-journey/",
                  "icon": "❤️",
                  "label": "Love at first sight: Ricardo’s n8n journey"
                },
                {
                  "url": "https://n8n.io/blog/why-business-process-automation-with-n8n-can-change-your-daily-life/",
                  "icon": "🧬",
                  "label": "Why business process automation with n8n can change your daily life"
                },
                {
                  "url": "https://n8n.io/blog/automatically-adding-expense-receipts-to-google-sheets-with-telegram-mindee-twilio-and-n8n/",
                  "icon": "🧾",
                  "label": "Automatically Adding Expense Receipts to Google Sheets with Telegram, Mindee, Twilio, and n8n"
                },
                {
                  "url": "https://n8n.io/blog/supercharging-your-conference-registration-process-with-n8n/",
                  "icon": "🎫",
                  "label": "Supercharging your conference registration process with n8n"
                },
                {
                  "url": "https://n8n.io/blog/creating-triggers-for-n8n-workflows-using-polling/",
                  "icon": "⏲",
                  "label": "Creating triggers for n8n workflows using polling"
                },
                {
                  "url": "https://n8n.io/blog/no-code-ecommerce-workflow-automations/",
                  "icon": "store",
                  "label": "6 e-commerce workflows to power up your Shopify s"
                },
                {
                  "url": "https://n8n.io/blog/migrating-community-metrics-to-orbit-using-n8n/",
                  "icon": "📈",
                  "label": "Migrating Community Metrics to Orbit using n8n"
                },
                {
                  "url": "https://n8n.io/blog/automate-google-apps-for-productivity/",
                  "icon": "💡",
                  "label": "15 Google apps you can combine and automate to increase productivity"
                },
                {
                  "url": "https://n8n.io/blog/your-business-doesnt-need-you-to-operate/",
                  "icon": " 🖥️",
                  "label": "Hey founders! Your business doesn't need you to operate"
                },
                {
                  "url": "https://n8n.io/blog/how-honest-burgers-use-automation-to-save-100k-per-year/",
                  "icon": "🍔",
                  "label": "How Honest Burgers Use Automation to Save $100k per year"
                },
                {
                  "url": "https://n8n.io/blog/how-a-digital-strategist-uses-n8n-for-online-marketing/",
                  "icon": "💻",
                  "label": "How a digital strategist uses n8n for online marketing"
                },
                {
                  "url": "https://n8n.io/blog/why-this-product-manager-loves-workflow-automation-with-n8n/",
                  "icon": "🧠",
                  "label": "Why this Product Manager loves workflow automation with n8n"
                },
                {
                  "url": "https://n8n.io/blog/sending-automated-congratulations-with-google-sheets-twilio-and-n8n/",
                  "icon": "🙌",
                  "label": "Sending Automated Congratulations with Google Sheets, Twilio, and n8n "
                },
                {
                  "url": "https://n8n.io/blog/how-a-membership-development-manager-automates-his-work-and-investments/",
                  "icon": "📈",
                  "label": "How a Membership Development Manager automates his work and investments"
                },
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googlesheets/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/google/oauth-single-service/"
                }
              ]
            },
            "categories": [
              "Data & Storage",
              "Productivity"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"input\",\"output\"]",
        "defaults": {
          "name": "Google Sheets"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Google Sheets",
        "typeVersion": 5,
        "nodeCategories": [
          {
            "id": 3,
            "name": "Data & Storage"
          },
          {
            "id": 4,
            "name": "Productivity"
          }
        ]
      },
      {
        "id": 58,
        "icon": "file:googleDrive.svg",
        "name": "n8n-nodes-base.googleDrive",
        "codex": {
          "data": {
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/your-business-doesnt-need-you-to-operate/",
                  "icon": " 🖥️",
                  "label": "Hey founders! Your business doesn't need you to operate"
                },
                {
                  "url": "https://n8n.io/blog/why-this-product-manager-loves-workflow-automation-with-n8n/",
                  "icon": "🧠",
                  "label": "Why this Product Manager loves workflow automation with n8n"
                },
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googledrive/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/google/oauth-single-service/"
                }
              ]
            },
            "categories": [
              "Data & Storage"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Google Drive"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Google Drive",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 3,
            "name": "Data & Storage"
          }
        ]
      },
      {
        "id": 565,
        "icon": "fa:sticky-note",
        "name": "n8n-nodes-base.stickyNote",
        "codex": {
          "data": {
            "alias": [
              "Comments",
              "Notes",
              "Sticky"
            ],
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Sticky Note",
          "color": "#FFD233"
        },
        "iconData": {
          "icon": "sticky-note",
          "type": "icon"
        },
        "displayName": "Sticky Note",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 834,
        "icon": "file:code.svg",
        "name": "n8n-nodes-base.code",
        "codex": {
          "data": {
            "alias": [
              "cpde",
              "Javascript",
              "JS",
              "Python",
              "Script",
              "Custom Code",
              "Function"
            ],
            "details": "The Code node allows you to execute JavaScript in your workflow.",
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.code/"
                }
              ]
            },
            "categories": [
              "Development",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Code"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Code",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 5,
            "name": "Development"
          },
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 844,
        "icon": "fa:filter",
        "name": "n8n-nodes-base.filter",
        "codex": {
          "data": {
            "alias": [
              "Router",
              "Filter",
              "Condition",
              "Logic",
              "Boolean",
              "Branch"
            ],
            "details": "The Filter node can be used to filter items based on a condition. If the condition is met, the item will be passed on to the next node. If the condition is not met, the item will be omitted. Conditions can be combined together by AND(meet all conditions), or OR(meet at least one condition).",
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.filter/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Flow",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Filter",
          "color": "#229eff"
        },
        "iconData": {
          "icon": "filter",
          "type": "icon"
        },
        "displayName": "Filter",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1119,
        "icon": "fa:robot",
        "name": "@n8n/n8n-nodes-langchain.agent",
        "codex": {
          "data": {
            "alias": [
              "LangChain",
              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Agents",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "AI Agent",
          "color": "#404040"
        },
        "iconData": {
          "icon": "robot",
          "type": "icon"
        },
        "displayName": "AI Agent",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1153,
        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatopenai/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "OpenAI Chat Model"
        },
        "iconData": {
          "type": "file",
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            "name": "AI"
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            "id": 26,
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        ]
      },
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        "icon": "fa:code",
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        },
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            "subcategories": {
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        },
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    "categories": [
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      {
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        "name": "Multimodal AI"
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    ],
    "image": []
  }
}