{
  "workflow": {
    "id": 6632,
    "name": "Auto-respond to Instagram, Facebook & WhatsApp with Llama 3.2",
    "views": 5227,
    "recentViews": 2,
    "totalViews": 5227,
    "createdAt": "2025-07-29T11:34:00.387Z",
    "description": "This automated n8n workflow enables AI-powered responses across multiple social media platforms, including Instagram DMs, Facebook messages, and WhatsApp chats using Meta's APIs. The system provides intelligent customer support, lead generation, and smart engagement at scale through AI-driven conversation management and automated response routing.\n\n## **Good to Know**\n\n* Supports multi-platform messaging across Instagram, Facebook, and WhatsApp\n* Uses AI Travel Agent and Ollama Chat Model for intelligent response generation\n* Includes platform memory for maintaining conversation context and history\n* Automatic message processing and routing based on platform and content type\n* Real-time webhook integration for instant message detection and response\n\n## **How It Works**\n\n* **WhatsApp Trigger** - Monitors incoming WhatsApp messages and initiates automated response workflow\n* **Instagram Webhook** - Captures Instagram DM notifications and processes them for AI analysis\n* **Facebook Webhook** - Detects Facebook Messenger interactions and routes them through the system\n* **Message Processor** - Analyzes incoming messages from all platforms and prepares them for AI processing\n* **AI Travel Agent** - Processes messages using intelligent AI model to generate contextually appropriate responses\n* **Ollama Chat Model** - Provides advanced language processing for complex conversation scenarios\n* **Platform Memory** - Maintains conversation history and context across multiple interactions for personalized responses\n* **Response Router** - Determines optimal response strategy and routes messages to appropriate sending mechanisms\n* **Instagram Sender** - Delivers AI-generated responses back to Instagram DM conversations\n* **Facebook Sender** - Sends automated replies through Facebook Messenger API\n* **Send Message (WhatsApp)** - Delivers personalized responses to WhatsApp chat conversations\n\n## **How to Use**\n\n* Import workflow into n8n\n* Configure Meta's Instagram Graph API, Facebook Messenger API, and WhatsApp Business Cloud API\n* Set up approved Meta Developer App with required permissions\n* Configure webhook endpoints for real-time message detection\n* Set up Ollama Chat Model for AI response generation\n* Test with sample messages across all three platforms\n* Monitor response accuracy and adjust AI parameters as needed\n\n## **Requirements**\n\n* Access to Meta's Instagram Graph API, Facebook Messenger API, and WhatsApp Business Cloud API\n* Approved Meta Developer App\n* Webhook setup and persistent token management for real-time messaging\n* Ollama Chat Model integration\n* AI Travel Agent configuration\n\n## **Customizing This Workflow**\n\n* Modify AI prompts for different business contexts (customer service, sales, support)\n* Adjust response routing logic based on message content or user behavior\n* Configure platform-specific message templates and formatting\n* Set up custom memory storage for enhanced conversation tracking\n* Integrate additional AI models for specialized response scenarios\n* Add message filtering and content moderation capabilities",
    "workflow": {
      "id": "CiNwrwKWPu3H2Je8",
      "meta": {
        "instanceId": "dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281"
      },
      "name": "AI Social Media Auto-Responder Add-on (Instagram, Facebook & WhatsApp)",
      "tags": [],
      "nodes": [
        {
          "id": "a6f84e67-3376-41fe-9f84-79c20b9abd5e",
          "name": "WhatsApp Trigger",
          "type": "n8n-nodes-base.whatsAppTrigger",
          "position": [
            0,
            0
          ],
          "webhookId": "0d34f8e7-7cae-4aac-8b56-c1ea698bde5e",
          "parameters": {
            "options": {},
            "updates": [
              "messages"
            ]
          },
          "credentials": {
            "whatsAppTriggerApi": {
              "id": "credential-id",
              "name": "whatsAppTriggerApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "03c454b3-c54a-4137-8f0b-70e77f04eb6a",
          "name": "Instagram Webhook",
          "type": "n8n-nodes-base.webhook",
          "position": [
            0,
            200
          ],
          "webhookId": "1366ec6d-04d2-4019-93d6-c3578fa106ba",
          "parameters": {
            "path": "1366ec6d-04d2-4019-93d6-c3578fa106ba",
            "options": {},
            "httpMethod": "POST"
          },
          "typeVersion": 2
        },
        {
          "id": "e7f9f0b3-62a1-4efb-b29f-a80a59e57781",
          "name": "Facebook Webhook",
          "type": "n8n-nodes-base.webhook",
          "position": [
            0,
            400
          ],
          "webhookId": "ead9ab3d-3c85-45bd-800c-85661b2d4c48",
          "parameters": {
            "path": "ead9ab3d-3c85-45bd-800c-85661b2d4c48",
            "options": {},
            "httpMethod": "POST"
          },
          "typeVersion": 2
        },
        {
          "id": "3f48de85-02f1-4227-b913-ef5fa501a9ff",
          "name": "Message Processor",
          "type": "n8n-nodes-base.code",
          "position": [
            220,
            200
          ],
          "parameters": {
            "jsCode": "const inputData = $input.first().json;\n\n// WhatsApp Message Processing - Based on your actual data structure\nif (inputData.messaging_product === 'whatsapp' && inputData.messages && inputData.messages[0]) {\n  return {\n    platform: 'whatsapp',\n    senderId: inputData.contacts[0].wa_id,\n    senderName: inputData.contacts[0].profile.name || 'User',\n    message: inputData.messages[0].text.body,\n    messageId: inputData.messages[0].id,\n    timestamp: inputData.messages[0].timestamp\n  };\n}\n\n// Instagram DM Processing\nif (inputData.object === 'instagram' && inputData.entry && inputData.entry[0]) {\n  const entry = inputData.entry[0];\n  const messaging = entry.messaging ? entry.messaging[0] : null;\n  \n  if (messaging) {\n    return {\n      platform: 'instagram',\n      senderId: messaging.sender.id,\n      senderName: 'Instagram User',\n      message: messaging.message.text,\n      messageId: messaging.message.mid,\n      timestamp: messaging.timestamp || Date.now()\n    };\n  }\n}\n\n// Facebook Messenger Processing\nif (inputData.object === 'page' && inputData.entry && inputData.entry[0]) {\n  const entry = inputData.entry[0];\n  const messaging = entry.messaging ? entry.messaging[0] : null;\n  \n  if (messaging) {\n    return {\n      platform: 'facebook',\n      senderId: messaging.sender.id,\n      senderName: 'Facebook User',\n      message: messaging.message.text,\n      messageId: messaging.message.mid,\n      timestamp: messaging.timestamp\n    };\n  }\n}\n\n// Default WhatsApp fallback based on your current data\nreturn {\n  platform: 'whatsapp',\n  senderId: inputData.contacts ? inputData.contacts[0].wa_id : 'unknown',\n  senderName: inputData.contacts ? (inputData.contacts[0].profile.name || 'User') : 'Unknown User',\n  message: inputData.messages ? inputData.messages[0].text.body : 'Hello',\n  messageId: inputData.messages ? inputData.messages[0].id : 'unknown',\n  timestamp: inputData.messages ? inputData.messages[0].timestamp : Date.now()\n};"
          },
          "typeVersion": 2
        },
        {
          "id": "f7cbdab7-7712-4dbd-a384-2e93cec174ce",
          "name": "AI Travel Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            440,
            200
          ],
          "parameters": {
            "text": "={{ $json.message }}",
            "options": {
              "systemMessage": "=You are {{ assistant\\_name }}, a professional, friendly, and smart virtual assistant for {{ business\\_name }}.\nYour role is to handle conversations across WhatsApp, Instagram DMs, and Facebook Messenger with clarity, relevance, and an engaging tone.\n\nYou can assist with:\n\n* Answering any type of message (questions, feedback, greetings, etc.)\n* Offering help, recommendations, or information based on user intent\n* Generating leads and qualifying users for follow-up\n* Providing support, updates, or guidance on services/products\n* Driving user engagement with helpful and human-like interactions\n\n---\n\n**Current Platform:** `{{ $json.platform }}`\n**User:** `{{ $json.senderName }}`\n\nAdapt your tone and message style to the platform:\n\n* **WhatsApp** → Friendly and professional\n* **Instagram** → Trendy, casual, and emoji-friendly 😄\n* **Facebook** → Warm and informative\n\nStart new conversations with a personalized greeting using their name when available.\n\n**Example Greetings:**\n\n* WhatsApp: `\"Hi {{ $json.senderName }}! 👋 I'm {{ assistant_name }} from {{ business_name }}. How can I assist you today?\"`\n* Instagram: `\"Hey {{ $json.senderName }}! 💬 I’m {{ assistant_name }} from {{ business_name }} — ready to help or chat! 😊\"`\n* Facebook: `\"Hello {{ $json.senderName }}! 👋 Welcome to {{ business_name }}. I'm {{ assistant_name }} — here to assist you with anything you need!\"`\n"
            },
            "promptType": "define"
          },
          "typeVersion": 1.9
        },
        {
          "id": "138d5a96-77df-4090-9638-f97fefb86077",
          "name": "Platform Memory",
          "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
          "position": [
            588,
            420
          ],
          "parameters": {
            "sessionKey": "={{ $json.platform }}_{{ $json.senderId }}",
            "sessionIdType": "customKey",
            "contextWindowLength": 150
          },
          "typeVersion": 1.3
        },
        {
          "id": "2511ccf9-d304-4bf5-87c5-a9df08d349fd",
          "name": "Ollama Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatOllama",
          "position": [
            400,
            420
          ],
          "parameters": {
            "model": "llama3.2-16000:latest",
            "options": {}
          },
          "credentials": {
            "ollamaApi": {
              "id": "credential-id",
              "name": "ollamaApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "2768f9da-efd0-4b4a-9363-efca330bc365",
          "name": "Response Router",
          "type": "n8n-nodes-base.switch",
          "position": [
            816,
            200
          ],
          "parameters": {
            "rules": {
              "values": [
                {
                  "conditions": {
                    "options": {
                      "version": 1,
                      "leftValue": "",
                      "caseSensitive": true,
                      "typeValidation": "strict"
                    },
                    "combinator": "and",
                    "conditions": [
                      {
                        "id": "df1409ea-c9f3-49db-8211-09ebc3d6a4dc",
                        "operator": {
                          "type": "string",
                          "operation": "equals",
                          "rightType": "any"
                        },
                        "leftValue": "={{ $('Message Processor').item.json.platform }}",
                        "rightValue": "whatsapp"
                      }
                    ]
                  }
                },
                {
                  "conditions": {
                    "options": {
                      "version": 1,
                      "leftValue": "",
                      "caseSensitive": true,
                      "typeValidation": "strict"
                    },
                    "combinator": "and",
                    "conditions": [
                      {
                        "id": "3abbb56f-b057-4fee-acbd-b668e8a82f7d",
                        "operator": {
                          "type": "string",
                          "operation": "equals",
                          "rightType": "any"
                        },
                        "leftValue": "={{ $('Message Processor').item.json.platform }}",
                        "rightValue": "instagram"
                      }
                    ]
                  }
                },
                {
                  "conditions": {
                    "options": {
                      "version": 1,
                      "leftValue": "",
                      "caseSensitive": true,
                      "typeValidation": "strict"
                    },
                    "combinator": "and",
                    "conditions": [
                      {
                        "id": "fbbe45de-f30a-4fc1-8c97-36c13c4a55fa",
                        "operator": {
                          "type": "string",
                          "operation": "equals",
                          "rightType": "any"
                        },
                        "leftValue": "={{ $('Message Processor').item.json.platform }}",
                        "rightValue": "facebook"
                      }
                    ]
                  }
                }
              ]
            },
            "options": {}
          },
          "typeVersion": 3
        },
        {
          "id": "662582af-b7f0-4019-9aee-acb4d07d8f1e",
          "name": "Instagram Sender",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1036,
            200
          ],
          "parameters": {
            "url": "=https://graph.facebook.com/v18.0/{{ $('Message Processor').item.json.senderId }}/messages",
            "options": {},
            "sendBody": true,
            "sendHeaders": true,
            "authentication": "genericCredentialType",
            "bodyParameters": {
              "parameters": [
                {}
              ]
            },
            "genericAuthType": "httpHeaderAuth",
            "headerParameters": {
              "parameters": [
                {
                  "name": "Content-Type",
                  "value": "application/json"
                },
                {
                  "name": "Authorization",
                  "value": "Bearer YOUR_TOKEN_HERE"
                }
              ]
            }
          },
          "credentials": {
            "httpHeaderAuth": {
              "id": "credential-id",
              "name": "httpHeaderAuth Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "ed99f2fc-74b7-441b-9811-b106203dd117",
          "name": "Facebook Sender",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1036,
            400
          ],
          "parameters": {
            "url": "https://graph.facebook.com/v18.0/me/messages",
            "options": {},
            "sendBody": true,
            "sendHeaders": true,
            "authentication": "genericCredentialType",
            "bodyParameters": {
              "parameters": [
                {}
              ]
            },
            "genericAuthType": "httpHeaderAuth",
            "headerParameters": {
              "parameters": [
                {
                  "name": "Content-Type",
                  "value": "application/json"
                },
                {
                  "name": "Authorization",
                  "value": "Bearer YOUR_TOKEN_HERE"
                }
              ]
            }
          },
          "credentials": {
            "httpHeaderAuth": {
              "id": "credential-id",
              "name": "httpHeaderAuth Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "c2225425-78df-44da-a5b4-4113dfcfba8c",
          "name": "Send message",
          "type": "n8n-nodes-base.whatsApp",
          "position": [
            1036,
            0
          ],
          "webhookId": "20a10490-a88a-4f19-b262-3e3055884ac5",
          "parameters": {
            "textBody": "={{ $json.output }}",
            "operation": "send",
            "phoneNumberId": "=550325331503475",
            "additionalFields": {},
            "recipientPhoneNumber": "={{ $('Message Processor').item.json.senderId }}"
          },
          "credentials": {
            "whatsAppApi": {
              "id": "credential-id",
              "name": "whatsAppApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "fad91265-1b34-4e8a-b6e9-303a7bb9b154",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            160,
            -220
          ],
          "parameters": {
            "width": 780,
            "height": 280,
            "content": "## Purpose:\nEnable your AI assistant to automatically respond to Instagram DMs, Facebook messages, and WhatsApp chats using Meta’s APIs—ideal for customer support, lead generation, and smart engagement at scale.\n\n## Requirements:\n\n1. Access to Meta’s Instagram Graph API, Facebook Messenger API, and WhatsApp Business Cloud API\n2. Approved Meta Developer App\n3. Webhook setup and persistent token management for real-time messaging"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "03c4ca8e-da13-4c0c-84e1-8762522da61d",
      "connections": {
        "Send message": {
          "main": [
            []
          ]
        },
        "AI Travel Agent": {
          "main": [
            [
              {
                "node": "Response Router",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Facebook Sender": {
          "main": [
            []
          ]
        },
        "Platform Memory": {
          "ai_memory": [
            [
              {
                "node": "AI Travel Agent",
                "type": "ai_memory",
                "index": 0
              }
            ]
          ]
        },
        "Response Router": {
          "main": [
            [
              {
                "node": "Send message",
                "type": "main",
                "index": 0
              }
            ],
            [
              {
                "node": "Instagram Sender",
                "type": "main",
                "index": 0
              }
            ],
            [
              {
                "node": "Facebook Sender",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Facebook Webhook": {
          "main": [
            [
              {
                "node": "Message Processor",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Instagram Sender": {
          "main": [
            []
          ]
        },
        "WhatsApp Trigger": {
          "main": [
            [
              {
                "node": "Message Processor",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Instagram Webhook": {
          "main": [
            [
              {
                "node": "Message Processor",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Message Processor": {
          "main": [
            [
              {
                "node": "AI Travel Agent",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Ollama Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "AI Travel Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 12,
      "nodeTypes": {
        "n8n-nodes-base.code": {
          "count": 1
        },
        "n8n-nodes-base.switch": {
          "count": 1
        },
        "n8n-nodes-base.webhook": {
          "count": 2
        },
        "n8n-nodes-base.whatsApp": {
          "count": 1
        },
        "n8n-nodes-base.stickyNote": {
          "count": 1
        },
        "n8n-nodes-base.httpRequest": {
          "count": 2
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "n8n-nodes-base.whatsAppTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatOllama": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.memoryBufferWindow": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "Oneclick AI Squad",
      "username": "oneclick-ai",
      "bio": "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.",
      "verified": true,
      "links": [
        "https://www.oneclickitsolution.com/"
      ],
      "avatar": "https://gravatar.com/avatar/848fca91367142f65f9e5c55d64e5c9952b160d7b060d103b52aa343c6bc7b3d?r=pg&d=retro&size=200"
    },
    "nodes": [
      {
        "id": 19,
        "icon": "file:httprequest.svg",
        "name": "n8n-nodes-base.httpRequest",
        "codex": {
          "data": {
            "alias": [
              "API",
              "Request",
              "URL",
              "Build",
              "cURL"
            ],
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/2021-the-year-to-automate-the-new-you-with-n8n/",
                  "icon": "☀️",
                  "label": "2021: The Year to Automate the New You with n8n"
                },
                {
                  "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-pulling-and-visualizing-data-with-n8n/",
                  "icon": "📈",
                  "label": "Automatically pulling and visualizing data with n8n"
                },
                {
                  "url": "https://n8n.io/blog/learn-how-to-automatically-cross-post-your-content-with-n8n/",
                  "icon": "✍️",
                  "label": "Learn how to automatically cross-post your content with n8n"
                },
                {
                  "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"
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                  "label": "Running n8n on ships: An interview with Maranics"
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                  "url": "https://n8n.io/blog/what-are-apis-how-to-use-them-with-no-code/",
                  "icon": " 🪢",
                  "label": "What are APIs and how to use them with no code"
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                  "url": "https://n8n.io/blog/5-tasks-you-can-automate-with-notion-api/",
                  "icon": "⚡️",
                  "label": "5 tasks you can automate with the new Notion API "
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                  "icon": "📜",
                  "label": "Celebrating World Poetry Day with a daily poem in Telegram"
                },
                {
                  "url": "https://n8n.io/blog/automate-google-apps-for-productivity/",
                  "icon": "💡",
                  "label": "15 Google apps you can combine and automate to increase productivity"
                },
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                  "url": "https://n8n.io/blog/automate-designs-with-bannerbear-and-n8n/",
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                  "label": "Automate Designs with Bannerbear and n8n"
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                  "icon": " 🕸️",
                  "label": "How uProc scraped a multi-page website with a low-code workflow"
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                {
                  "url": "https://n8n.io/blog/building-an-expense-tracking-app-in-10-minutes/",
                  "icon": "📱",
                  "label": "Building an expense tracking app in 10 minutes"
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                {
                  "url": "https://n8n.io/blog/5-workflow-automations-for-mattermost-that-we-love-at-n8n/",
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                  "label": "How to use the HTTP Request Node - The Swiss Army Knife for Workflow Automation"
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                {
                  "url": "https://n8n.io/blog/learn-how-to-use-webhooks-with-mattermost-slash-commands/",
                  "icon": "🦄",
                  "label": "Learn how to use webhooks with Mattermost slash commands"
                },
                {
                  "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"
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                  "icon": "📈",
                  "label": "A low-code bitcoin ticker built with QuestDB and n8n.io"
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                  "label": "How to set up a no-code CI/CD pipeline with GitHub and TravisCI"
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                {
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        "displayName": "WhatsApp Business Cloud",
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            "name": "Communication"
          },
          {
            "id": 28,
            "name": "HITL"
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        ]
      },
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        "name": "n8n-nodes-base.code",
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              "Javascript",
              "JS",
              "Python",
              "Script",
              "Custom Code",
              "Function"
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            "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": 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": 1151,
        "icon": "file:ollama.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOllama",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatollama/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Ollama Chat Model"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Ollama Chat Model",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1163,
        "icon": "fa:database",
        "name": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.memorybufferwindow/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Memory"
              ],
              "Memory": [
                "For beginners"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Simple Memory"
        },
        "iconData": {
          "icon": "database",
          "type": "icon"
        },
        "displayName": "Simple Memory",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1260,
        "icon": "file:whatsapp.svg",
        "name": "n8n-nodes-base.whatsAppTrigger",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/trigger-nodes/n8n-nodes-base.whatsapptrigger/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/whatsapp/"
                }
              ]
            },
            "categories": [
              "Communication"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "WhatsApp Trigger"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "WhatsApp Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 6,
            "name": "Communication"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 40,
        "name": "Support Chatbot"
      },
      {
        "id": 47,
        "name": "AI Chatbot"
      }
    ],
    "image": []
  }
}