{
  "workflow": {
    "id": 6827,
    "name": "AI-generated LinkedIn posts with human approval using GPT-4, GoToHuman & Blotato",
    "views": 1000,
    "recentViews": 0,
    "totalViews": 1000,
    "createdAt": "2025-08-02T00:04:14.003Z",
    "description": "\n\nThis workflow is designed for creators, marketers, and agencies who want to automate content publishing while keeping quality control through human review. It integrates four powerful tools — **Google Sheets**, **OpenAI**, **GoToHuman**, and **Blotato** — to deliver a seamless AI-assisted, human-approved, auto-publishing system for LinkedIn.\n\n---\n\n## ⚙️ What This Workflow Does\n\n1. **📅 Pulls Today’s Topic from Google Sheets**  \n   - You store ideas in a spreadsheet with a date column.  \n   - The workflow runs daily (or manually) and selects the row matching today’s date.\n\n2. **🧠 Generates a Caption with OpenAI**  \n   - The selected idea is passed to GPT-4 via an AI Agent node.  \n   - OpenAI returns a short, emoji-rich LinkedIn caption (1–2 sentences).  \n   - The result is saved back to the sheet.\n\n3. **👤 Sends the Caption for Human Review via GoToHuman**  \n   - A human reviewer sees the AI-generated caption.  \n   - They approve or reject it using a GoToHuman review template.  \n   - Only approved captions move forward.\n\n4. **🚀 Publishes the Approved Caption to LinkedIn via Blotato**  \n   - The caption is posted to a LinkedIn account via Blotato's API.  \n   - No additional input is required — it's fully automated after approval.\n\n---\n\n## 🔧 Setup Requirements\n\n### ✅ Google Sheets\n- Create or copy the provided sample sheet.\n- Connect your Google Sheets account in n8n using OAuth2.\n\n### ✅ OpenAI\n- Create an API key at [platform.openai.com](https://platform.openai.com/account/api-keys).\n- Add it to n8n as an OpenAI credential.\n\n### ✅ GoToHuman\n- Create an account and a Review Template at [gotohuman.com](https://gotohuman.com).\n- Add your API credential in n8n and use your `reviewTemplateId` in the node.\n\n### ✅ Blotato\n- Create an account at [blotato.com](https://blotato.com).\n- Get your API key and Account ID.\n- Insert them into the HTTP Request node that publishes the LinkedIn post.\n\n---\n\n## 🧪 Testing the Workflow\n\n- Use the **Manual Trigger** node for step-by-step debugging.  \n- Review nodes like `AI Agent`, `Ask Human for Approval`, and `Post to LinkedIn` to verify output.  \n- Once confirmed, activate the schedule for fully hands-free publishing.\n\n---\n\n## 👋 Built By\n\n**Robert Breen**  \nFounder of Ynteractive — Automation, AI, and Data Strategy\n\n🌐 Website: [https://ynteractive.com](https://ynteractive.com)  \n📧 Email: [robert@ynteractive.com](mailto:robert@ynteractive.com)  \n🔗 LinkedIn: [https://www.linkedin.com/in/robert-breen-29429625/](https://www.linkedin.com/in/robert-breen-29429625/)  \n📺 YouTube: [YnteractiveTraining](https://www.youtube.com/@ynteractivetraining)\n\n---\n\n## 🏷 Tags\n\n`linkedin` `openai` `gotohuman` `social automation` `ai content` `approval workflow` `google sheets` `blotato` `marketing automation`\n",
    "workflow": {
      "meta": {
        "instanceId": "efb474b59b0341d7791932605bd9ff04a6c7ed9941fdd53dc4a2e4b99a6f9439",
        "templateCredsSetupCompleted": true
      },
      "nodes": [
        {
          "id": "ffe09e4a-b779-4686-8206-a4d089632797",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            840,
            260
          ],
          "parameters": {
            "color": 5,
            "width": 1200,
            "height": 1140,
            "content": "## ✅ Step 2 — Generate Caption with OpenAI\n\n### 1. Add Your OpenAI Credential\n- Go to **Credentials > OpenAI API**.\n- Paste your API key and save.\n- Make sure your model is set to `gpt-4.1` or similar.\n\n### 2. Workflow Logic\n- The `idea` is sent to an **AI Agent node**.\n- The prompt instructs the AI to generate a short, emoji-rich LinkedIn caption.\n- A **Parser node** structures the JSON output to extract just the caption.\n\n### 3. Save Caption\n- The AI-generated caption is written back to the Google Sheet in the `caption` column.\n- The `complete` column is also updated to “Yes”.\n\n---"
          },
          "typeVersion": 1
        },
        {
          "id": "474e2957-0aed-4e8e-be81-b97cfe31b2f6",
          "name": "Tool: Inject Creativity",
          "type": "@n8n/n8n-nodes-langchain.toolThink",
          "position": [
            1220,
            1060
          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "7c06fa33-e6f1-4f07-932d-2962f793e9a2",
          "name": "Parser: Extract JSON from Idea",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
            1400,
            1060
          ],
          "parameters": {
            "jsonSchemaExample": "[\n  {\n    \"Caption\": \"\"\n  }\n]\n"
          },
          "typeVersion": 1.2
        },
        {
          "id": "f9f0b001-12de-43ab-9e04-d7825e0f9787",
          "name": "openai",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            1040,
            1080
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1",
              "cachedResultName": "gpt-4.1"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "90ba9f62-3bea-4979-99e1-3fc5701a078d",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -160,
            260
          ],
          "parameters": {
            "width": 980,
            "height": 1140,
            "content": "## ✅ Step 1 — Get Today’s Topic from Google Sheets\n\n### 1. Set Up Google Sheets Credential in n8n\n- Go to **Settings > Credentials > Google Sheets OAuth2**.\n- Authorize access to your Google account.\n- Make sure you’ve copied this Google Sheet:  \n  👉 [Copy this sheet](https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/copy)\n\n### 2. Workflow Logic\n- A **Schedule Trigger** (or Manual Trigger for testing) runs daily.\n- A **Code Node** generates today’s date in ISO format.\n- The **Merge Node** filters to only return the row in the sheet that matches today’s date.\n- Result: You have today’s `idea` ready to process.\n\n---\n"
          },
          "typeVersion": 1
        },
        {
          "id": "975448f5-4762-42c7-a8ff-64d874f1f8aa",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            2060,
            260
          ],
          "parameters": {
            "color": 3,
            "width": 320,
            "height": 1140,
            "content": "### 1. Set Up GoToHuman\n- Go to [GoToHuman](https://gotohuman.com) and create an account.\n- Create a **Review Template** for content approvals.\n- In n8n, add your **GoToHuman credential** under **Credentials**.\n- Use the **reviewTemplateId** from your template in the workflow node.\n\n### 2. Workflow Logic\n- The caption is sent to the **Ask Human for approval** node (GoToHuman).\n- The approver sees the caption and can choose to **Approve** or **Reject**.\n- A **Filter node** ensures the workflow only continues if the caption is approved.\n\n---"
          },
          "typeVersion": 1
        },
        {
          "id": "d40dbea1-cdbb-43a5-ba41-93f1c3ae5559",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            2400,
            260
          ],
          "parameters": {
            "color": 4,
            "width": 380,
            "height": 1140,
            "content": "## ✅ Step 4 — Publish to LinkedIn via Blotato\n\n### 1. Set Up Blotato\n- Go to [Blotato](https://blotato.com) and create an account.\n- Generate a **Blotato API Key** and get your **Account ID**.\n- Paste these into the **HTTP Request node** under headers/body:\n  - Header: `blotato-api-key: YOUR_API_KEY`\n  - Body:\n    ```json\n    {\n      \"post\": {\n        \"accountId\": \"YOUR_ACCOUNT_ID\",\n        \"target\": { \"targetType\": \"linkedin\" },\n        \"content\": {\n          \"text\": \"{{ $('Ask Human for approval').item.json.responseValues.text.value }}\",\n          \"platform\": \"linkedin\",\n          \"mediaUrls\": []\n        }\n      }\n    }\n    ```"
          },
          "typeVersion": 1
        },
        {
          "id": "b5cbf911-193f-4876-af70-cf572b372721",
          "name": "Daily Trigger",
          "type": "n8n-nodes-base.scheduleTrigger",
          "position": [
            0,
            780
          ],
          "parameters": {
            "rule": {
              "interval": [
                {}
              ]
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "c7dc0418-be95-4aeb-835d-3a1129d04579",
          "name": "Test",
          "type": "n8n-nodes-base.manualTrigger",
          "position": [
            -40,
            1040
          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "c5280459-6cd0-4138-b581-23f8e38c4912",
          "name": "Get Today's Idea",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            300,
            840
          ],
          "parameters": {
            "options": {},
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/edit?usp=drivesdk",
              "cachedResultName": "SampleTopics"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "credential-id",
              "name": "googleSheetsOAuth2Api Credential"
            }
          },
          "typeVersion": 4.6
        },
        {
          "id": "e8b6a5e6-2f67-4ba1-8c2b-b572ec4c1d0c",
          "name": "Output Today's Date",
          "type": "n8n-nodes-base.code",
          "position": [
            460,
            960
          ],
          "parameters": {
            "jsCode": "const today = new Date();\ntoday.setHours(0, 0, 0, 0); // Normalize to start of day\n\nreturn [\n  {\n    json: {\n      today: today.toISOString().split('T')[0] // e.g., \"2025-07-30\"\n    }\n  }\n];\n"
          },
          "typeVersion": 2
        },
        {
          "id": "9599b1de-b2a6-49ac-a846-35d4956ce96c",
          "name": "Keep only todays idea",
          "type": "n8n-nodes-base.merge",
          "position": [
            600,
            740
          ],
          "parameters": {
            "mode": "combine",
            "options": {},
            "advanced": true,
            "mergeByFields": {
              "values": [
                {
                  "field1": "Date",
                  "field2": "today"
                }
              ]
            }
          },
          "typeVersion": 3.2
        },
        {
          "id": "fab5ffe1-3f4c-48d4-8b4f-5ff7a41188d4",
          "name": "AI Agent: Create caption for linkedin",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            1100,
            800
          ],
          "parameters": {
            "text": "=Idea:  {{ $json.idea }}",
            "options": {
              "systemMessage": "=your job is to expand on the idea and turn it into a social media post that will capture users attention. keep it to two sentances using emoji's\n\nOutupt like this. \n\n[\n  {\n    \"Caption\": \"\"\n  }\n]"
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "typeVersion": 1.9
        },
        {
          "id": "3cfdc342-d7c9-4466-9bb1-5367b592cd14",
          "name": "Mark complete in google sheets",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            1740,
            740
          ],
          "parameters": {
            "columns": {
              "value": {
                "Date": "={{ $('Get Today's Idea').item.json.Date }}",
                "complete": "Yes"
              },
              "schema": [
                {
                  "id": "id",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "id",
                  "defaultMatch": true,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Date",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Date",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "idea",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "idea",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "caption",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "caption",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "complete",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "complete",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "row_number",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "readOnly": true,
                  "required": false,
                  "displayName": "row_number",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [
                "Date"
              ],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "update",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/edit?usp=drivesdk",
              "cachedResultName": "SampleTopics"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "credential-id",
              "name": "googleSheetsOAuth2Api Credential"
            }
          },
          "typeVersion": 4.5
        },
        {
          "id": "3d163f38-4a7b-4332-ab64-f833295fc0a5",
          "name": "Save caption to google sheets",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            1740,
            1000
          ],
          "parameters": {
            "columns": {
              "value": {
                "Date": "={{ $('Get Today's Idea').item.json.Date }}",
                "caption": "={{ $json.output[0].Caption }}"
              },
              "schema": [
                {
                  "id": "id",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "id",
                  "defaultMatch": true,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Date",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Date",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "idea",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "idea",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "caption",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "caption",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "complete",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "complete",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "STATUS",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "STATUS",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [
                "Date"
              ],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "appendOrUpdate",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1oC3dbRkGF_bSIKuFKtSJsYS-ZypT2uk7jPsAni8y154/edit?usp=drivesdk",
              "cachedResultName": "SampleTopics"
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "credential-id",
              "name": "googleSheetsOAuth2Api Credential"
            }
          },
          "typeVersion": 4.5
        },
        {
          "id": "2b84f67a-b87e-48c0-bf9a-3fc59fd6d86d",
          "name": "Ask Human for approval",
          "type": "@gotohuman/n8n-nodes-gotohuman.gotoHuman",
          "position": [
            2100,
            720
          ],
          "webhookId": "6d42cd89-8e27-4747-8636-87d6adcd9f77",
          "parameters": {
            "fields": {
              "value": {
                "text": "={{ $json.caption }}"
              },
              "schema": [
                {
                  "id": "text",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "text (text)",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [
                "text"
              ],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "additionalFields": {},
            "reviewTemplateID": {
              "__rl": true,
              "mode": "list",
              "value": "RoUEcfHxQX17pM8Roj7i",
              "cachedResultName": "My Review Step (RoUEcfHxQX17pM8Roj7i)"
            }
          },
          "credentials": {
            "gotoHumanApi": {
              "id": "credential-id",
              "name": "gotoHumanApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "7f3e957e-1490-48ef-8bcc-6fa7fc70f740",
          "name": "Keep only if approved",
          "type": "n8n-nodes-base.filter",
          "position": [
            2240,
            1020
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "version": 2,
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "4966b55f-f10b-415a-bc81-f8fedfc60573",
                  "operator": {
                    "name": "filter.operator.equals",
                    "type": "string",
                    "operation": "equals"
                  },
                  "leftValue": "={{ $json.response }}",
                  "rightValue": "approved"
                }
              ]
            }
          },
          "typeVersion": 2.2
        },
        {
          "id": "a5c5e685-c1b7-40f0-b6e0-cc60b45aca86",
          "name": "Post to Linkedin",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            2560,
            1000
          ],
          "parameters": {
            "url": "https://backend.blotato.com/v2/posts",
            "method": "POST",
            "options": {},
            "jsonBody": "={\n  \"post\": {\n    \"accountId\": \"your account id\",\n    \"target\": {\n      \"targetType\": \"linkedin\"\n    },\n    \"content\": {\n      \"text\": \"{{ $('Ask Human for approval').item.json.responseValues.text.value }}\",\n      \"platform\": \"linkedin\",\n      \"mediaUrls\": []\n    }\n  }\n}\n",
            "sendBody": true,
            "sendHeaders": true,
            "specifyBody": "json",
            "headerParameters": {
              "parameters": [
                {
                  "name": "blotato-api-key",
                  "value": "your api key"
                }
              ]
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "bf13ea7e-6223-4585-ace5-3d9d71276626",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -160,
            20
          ],
          "parameters": {
            "color": 6,
            "width": 2940,
            "height": 200,
            "content": "# 🤖 Automated LinkedIn Posting with OpenAI, GoToHuman, and Blotato\n\n## 📬 Need Help?\n\nMessage me on [LinkedIn](https://www.linkedin.com/in/robert-breen-29429625/) \nor email me at **robert@ynteractive.com**\n"
          },
          "typeVersion": 1
        }
      ],
      "pinData": {},
      "connections": {
        "Test": {
          "main": [
            [
              {
                "node": "Get Today's Idea",
                "type": "main",
                "index": 0
              },
              {
                "node": "Output Today's Date",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "openai": {
          "ai_languageModel": [
            [
              {
                "node": "AI Agent: Create caption for linkedin",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Daily Trigger": {
          "main": [
            [
              {
                "node": "Get Today's Idea",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Get Today's Idea": {
          "main": [
            [
              {
                "node": "Keep only todays idea",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Output Today's Date": {
          "main": [
            [
              {
                "node": "Keep only todays idea",
                "type": "main",
                "index": 1
              }
            ]
          ]
        },
        "Keep only if approved": {
          "main": [
            [
              {
                "node": "Post to Linkedin",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Keep only todays idea": {
          "main": [
            [
              {
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        "displayName": "HTTP Request",
        "typeVersion": 4,
        "nodeCategories": [
          {
            "id": 5,
            "name": "Development"
          },
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 24,
        "icon": "file:merge.svg",
        "name": "n8n-nodes-base.merge",
        "codex": {
          "data": {
            "alias": [
              "Join",
              "Concatenate",
              "Wait"
            ],
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/how-to-sync-data-between-two-systems/",
                  "icon": "🏬",
                  "label": "How to synchronize data between two systems (one-way vs. two-way sync"
                },
                {
                  "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/migrating-community-metrics-to-orbit-using-n8n/",
                  "icon": "📈",
                  "label": "Migrating Community Metrics to Orbit using n8n"
                },
                {
                  "url": "https://n8n.io/blog/build-your-own-virtual-assistant-with-n8n-a-step-by-step-guide/",
                  "icon": "👦",
                  "label": "Build your own virtual assistant with n8n: A step by step guide"
                },
                {
                  "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/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.merge/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Flow",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Merge"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Merge",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "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": 838,
        "icon": "fa:mouse-pointer",
        "name": "n8n-nodes-base.manualTrigger",
        "codex": {
          "data": {
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.manualworkflowtrigger/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "When clicking ‘Execute workflow’",
          "color": "#909298"
        },
        "iconData": {
          "icon": "mouse-pointer",
          "type": "icon"
        },
        "displayName": "Manual Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 839,
        "icon": "fa:clock",
        "name": "n8n-nodes-base.scheduleTrigger",
        "codex": {
          "data": {
            "alias": [
              "Time",
              "Scheduler",
              "Polling",
              "Cron",
              "Interval"
            ],
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.scheduletrigger/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\",\"schedule\"]",
        "defaults": {
          "name": "Schedule Trigger",
          "color": "#31C49F"
        },
        "iconData": {
          "icon": "clock",
          "type": "icon"
        },
        "displayName": "Schedule Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "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",
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          "data": {
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