{
  "workflow": {
    "id": 6130,
    "name": "Generate UTM-tagged Bitly links from Slack with GPT-4o-mini and Google Sheets logging",
    "views": 206,
    "recentViews": 0,
    "totalViews": 206,
    "createdAt": "2025-07-18T09:50:31.004Z",
    "description": "🔗 Slack + Bitly UTM Generator — Powered by OpenAI\n\nDescription:\n\nThis no-code n8n workflow transforms how marketing teams generate Bitly links with UTM parameters — directly from Slack. Powered by AI and fully automated, this system extracts relevant campaign data from a Slack message, creates a clean Bitly shortlink with UTM tags, and logs everything to a Google Sheet for tracking and reporting.\n\nPerfect for growth marketers, content teams, and anyone tired of manually building UTM-tagged links.\n\nIf you like to follow step-by-step build of workflows like these, check out:\nhttps://www.youtube.com/@Automatewithmarc\n\n⚙️ How It Works\n🟢 Slack Trigger\nThe workflow starts when a user mentions the bot in a Slack channel (e.g., @BitlyBot link this for IG campaign).\n\n🧠 AI Agent (LangChain)\n\nUses GPT-4o-mini to infer UTM values (e.g., utm_source, utm_medium, utm_campaign)\n\nNormalizes short forms like \"IG\" to \"instagram\"\n\nFollows UTM naming conventions (e.g., lowercase, underscore-separated)\n\n🔍 Information Extractor\nPulls cleanly structured UTM data from the AI response to prep for Bitly.\n\n🔗 Bitly Tool Node\nGenerates a short link using the inferred target URL + UTM values.\n\n📋 Google Sheets Logger\nAutomatically appends the full details (Bitly link, UTM parameters, campaign owner) to a Google Sheet for easy access.\n\n📢 Slack Response\nReplies in-thread with the new Bitly link and campaign details, formatted clearly for the user.\n\n🛑 Error Handling\nIf Bitly link generation fails, the workflow gracefully stops with an error message.\n\n🔧 Tools & Services Used\nSlack (Trigger + Response)\n\nLangChain AI Agent (with GPT-4o-mini)\n\nBitly (via Bitly Tool Node)\n\nGoogle Sheets (auto-log generated links)\n\nOpenAI GPT-4o-mini (Language model for prompt understanding)\n\n💡 Use Cases\n🔗 Instantly create UTM-tagged links for campaigns\n\n📊 Maintain a central Bitly + UTM link database in Google Sheets\n\n🧠 Use AI to reduce manual tagging and formatting errors\n\n🤝 Empower your team to request links via Slack, no forms needed\n\n✅ Setup Instructions\nSlack:\nSet up a Slack bot and connect it using Slack Trigger and Slack response nodes.\nBitly API:\nGenerate a Bitly access token and set up credentials in the Bitly node.\nOpenAI / LangChain:\nConnect your GPT-4o or GPT-4 API key to the OpenAI Chat Model nodes.\nGoogle Sheets:\nUse OAuth2 credentials to connect to your Google Sheet.\nMake sure the sheet has matching columns for UTM parameters (sample headers included in the node schema).\n\n\n",
    "workflow": {
      "id": "lA4rExuNmuRPablT",
      "meta": {
        "instanceId": "16d5a69b6a4f4733c8f669903729902650204c895b060993271b9227d7b0b3e8",
        "templateCredsSetupCompleted": true
      },
      "name": "Slack+Bitly URL Generator",
      "tags": [],
      "nodes": [
        {
          "id": "b2e9fe85-89de-4a63-8d2e-e9fda55abd84",
          "name": "Slack Trigger",
          "type": "n8n-nodes-base.slackTrigger",
          "position": [
            -500,
            -20
          ],
          "parameters": {
            "options": {
              "resolveIds": true
            },
            "trigger": [
              "app_mention"
            ],
            "channelId": {
              "__rl": true,
              "mode": "id",
              "value": "[REDACTED]"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "ecf35ac1-0495-48fe-b1b6-17b3b4750ab6",
          "name": "AI Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -160,
            -20
          ],
          "parameters": {
            "text": "={{ $json.text }}",
            "options": {
              "systemMessage": "You are a bitly URL creator agent. Your job is to:\n1. Extract, infer and categorize *accurately*:\na. Target URL (The URL that the user wants to be shortened with Bitly)\nb. utm_source\nc. utm_medium\nd. utm_campaign\ne. utm_term (only when applicable)\nf. utm_content (only when applicable)\n\n2. After inferring the relevant information, you will need to standardize it such that it follows the utm naming best practices, namely:\n- The utm naming should all be in lower case and connected with underscore _ if it's more than one word, e.g: christmas_day\n- You might get user input in short form, example \"IG\" or \"LI\" or \"fb\" and these should all be converted to \"instagram\", \"linkedin\", \"facebook\", instead of \"facebook.com\"\n- for utm_medium, choose from the following list: social, community, labs, video, cpc, email, referral, organic, banner, affiliate, tools\n\n3. When you have all the information, create a Bitly Shortened Link using the Bitly Tool\n\nAsk questions where necessary to obtain the full information. Do not make up facts/hallucinate, prioritize accuracy in your inference.\n\nOn successful Bitly Link creation, an ideal response format would be:\n\"Here is your shortened Bitly link for the URL:\n[Insert Generated Bitly URL Link]\nThis link includes the following UTM parameters:\n- Target URL: (Insert the original Target URL)\n- utm_source: (Insert utm_source)\n- utm_medium: (Insert utm_medium)\n- utm_campaign: (Insert utm_campaign)\n- utm_term: (Insert utm_term if applicable, if not insert \"empty\")\n- utm_content: (Insert utm_content if applicable, if not insert \"empty\")"
            },
            "promptType": "define"
          },
          "typeVersion": 2
        },
        {
          "id": "75abb766-85fb-440b-87d5-102af89b626a",
          "name": "OpenAI Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
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          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o-mini"
            },
            "options": {}
          },
          "typeVersion": 1.2
        },
        {
          "id": "6c85565a-30d6-4259-9976-ac7b42bf327d",
          "name": "Simple Memory",
          "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
          "position": [
            -60,
            200
          ],
          "parameters": {
            "sessionKey": "={{ $('Slack Trigger').item.json.channel }}",
            "sessionIdType": "customKey",
            "contextWindowLength": 10
          },
          "typeVersion": 1.3
        },
        {
          "id": "e7f9c4d6-dcee-49ea-b36e-bf66ecf387f2",
          "name": "Bitly",
          "type": "n8n-nodes-base.bitlyTool",
          "position": [
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            200
          ],
          "parameters": {
            "longUrl": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Long_URL', ``, 'string') }}",
            "additionalFields": {
              "domain": "[REDACTED]"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "5c28ce3e-740d-496c-a8bd-0d31c43d03a5",
          "name": "Google Sheets",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            1280,
            -20
          ],
          "parameters": {
            "columns": {
              "value": {
                "URL": "={{ $json.output['Target URL'] }}",
                "Date": "={{ $today }}",
                "Notes": "Executed by n8n workflow",
                "Owner": "={{ $json.output.User }}",
                "Status": "Done",
                "UTM ID": "={{ $json.output.utm_campaign }}",
                "UTM Term": "={{ $json.output.utm_term }}",
                "Bitly URL": "={{ $json.output['Bitly URL Link'] }}",
                "UTM Medium": "={{ $json.output.utm_medium }}",
                "UTM Source": "={{ $json.output.utm_source }}",
                "UTM Content": "={{ $json.output.utm_content }}",
                "UTM Campaign": "={{ $json.output.utm_campaign }}",
                "Title on Bitly (Campaign)": "={{ $json.output.utm_campaign }}"
              },
              "schema": [
                {
                  "id": "URL",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "URL",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Title on Bitly (Campaign)",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Title on Bitly (Campaign)",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "UTM Source",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "UTM Source",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "UTM Medium",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "UTM Medium",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "UTM Campaign",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "UTM Campaign",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "UTM Term",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "UTM Term",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "UTM Content",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "UTM Content",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Owner",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Owner",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Status",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Status",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Bitly URL",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Bitly URL",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Date",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Date",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Notes",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Notes",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "UTM ID",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "UTM ID",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "append",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "[REDACTED]/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "id",
              "value": "[REDACTED]"
            }
          },
          "typeVersion": 4.6
        },
        {
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          "name": "Information Extractor",
          "type": "@n8n/n8n-nodes-langchain.informationExtractor",
          "position": [
            640,
            -20
          ],
          "parameters": {
            "text": "={{ $('Slack Response').item.json.message.text }}",
            "options": {},
            "attributes": {
              "attributes": [
                {
                  "name": "Bitly URL Link",
                  "description": "Bitly URL Link Generated, usually right after \"Here is your shortened Bitly link for the URL:\""
                },
                {
                  "name": "utm_campaign",
                  "required": true,
                  "description": "utm_campaign name"
                },
                {
                  "name": "utm_source",
                  "required": true,
                  "description": "utm_source name"
                },
                {
                  "name": "utm_medium",
                  "required": true,
                  "description": "utm_medium name"
                },
                {
                  "name": "utm_term",
                  "required": true,
                  "description": "utm_term name"
                },
                {
                  "name": "utm_content",
                  "required": true,
                  "description": "utm_content name"
                },
                {
                  "name": "Target URL",
                  "required": true,
                  "description": "Original Target URL Link"
                },
                {
                  "name": "User",
                  "required": true,
                  "description": "={{ $json.real_name }}"
                }
              ]
            }
          },
          "typeVersion": 1.1
        },
        {
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          "name": "OpenAI Chat Model1",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            680,
            220
          ],
          "parameters": {
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              "mode": "list",
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        {
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          "name": "Slack - Get User Name",
          "type": "n8n-nodes-base.slack",
          "position": [
            460,
            -20
          ],
          "parameters": {
            "user": {
              "__rl": true,
              "mode": "id",
              "value": "={{ $('Slack Trigger').item.json.user }}"
            },
            "resource": "user",
            "operation": "getProfile"
          },
          "typeVersion": 2.3
        },
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          "name": "Slack Response",
          "type": "n8n-nodes-base.slack",
          "position": [
            280,
            -20
          ],
          "parameters": {
            "text": "={{ $json.output }}",
            "select": "channel",
            "channelId": {
              "__rl": true,
              "mode": "id",
              "value": "[REDACTED]"
            },
            "otherOptions": {
              "thread_ts": {
                "replyValues": {
                  "thread_ts": "={{ $('Slack Trigger').item.json.ts }}"
                }
              },
              "includeLinkToWorkflow": false
            }
          },
          "typeVersion": 2.3
        },
        {
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          "name": "If",
          "type": "n8n-nodes-base.if",
          "position": [
            1000,
            -20
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "version": 2,
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "fa53297e-b196-4e52-a4dd-8843d2e7dd55",
                  "operator": {
                    "type": "string",
                    "operation": "notEmpty",
                    "singleValue": true
                  },
                  "leftValue": "={{ $json.output['Bitly URL Link'] }}",
                  "rightValue": ""
                }
              ]
            }
          },
          "typeVersion": 2.2
        },
        {
          "id": "802cc2e4-0cce-49e4-b0f8-dd8bd9a145de",
          "name": "Stop and Error",
          "type": "n8n-nodes-base.stopAndError",
          "position": [
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          ],
          "parameters": {
            "errorMessage": "Workflow has stopped intentionally because Bitly URL Link does not exist or not generated"
          },
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          "parameters": {
            "width": 340,
            "height": 760,
            "content": "Update Log"
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            "content": "Slack Response & Fetch User Name"
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            "content": "Bitly AI Agent"
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        {
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          "parameters": {
            "width": 820,
            "height": 1320,
            "content": "🔗 Slack + Bitly UTM Generator — Powered by OpenAI\nDescription:\n\nThis no-code n8n workflow transforms how marketing teams generate Bitly links with UTM parameters — directly from Slack. Powered by AI and fully automated, this system extracts relevant campaign data from a Slack message, creates a clean Bitly shortlink with UTM tags, and logs everything to a Google Sheet for tracking and reporting.\n\nPerfect for growth marketers, content teams, and anyone tired of manually building UTM-tagged links.\n\nIf you like to follow step-by-step build of workflows like these, check out:\nhttps://www.youtube.com/@Automatewithmarc\n\n⚙️ How It Works\n🟢 Slack Trigger\nThe workflow starts when a user mentions the bot in a Slack channel (e.g., @BitlyBot link this for IG campaign).\n\n🧠 AI Agent (LangChain)\n\nUses GPT-4o-mini to infer UTM values (e.g., utm_source, utm_medium, utm_campaign)\n\nNormalizes short forms like \"IG\" to \"instagram\"\n\nFollows UTM naming conventions (e.g., lowercase, underscore-separated)\n\n🔍 Information Extractor\nPulls cleanly structured UTM data from the AI response to prep for Bitly.\n\n🔗 Bitly Tool Node\nGenerates a short link using the inferred target URL + UTM values.\n\n📋 Google Sheets Logger\nAutomatically appends the full details (Bitly link, UTM parameters, campaign owner) to a Google Sheet for easy access.\n\n📢 Slack Response\nReplies in-thread with the new Bitly link and campaign details, formatted clearly for the user.\n\n🛑 Error Handling\nIf Bitly link generation fails, the workflow gracefully stops with an error message.\n\n🔧 Tools & Services Used\nSlack (Trigger + Response)\n\nLangChain AI Agent (with GPT-4o-mini)\n\nBitly (via Bitly Tool Node)\n\nGoogle Sheets (auto-log generated links)\n\nOpenAI GPT-4o-mini (Language model for prompt understanding)\n\n💡 Use Cases\n🔗 Instantly create UTM-tagged links for campaigns\n\n📊 Maintain a central Bitly + UTM link database in Google Sheets\n\n🧠 Use AI to reduce manual tagging and formatting errors\n\n🤝 Empower your team to request links via Slack, no forms needed\n\n✅ Setup Instructions\nSlack:\nSet up a Slack bot and connect it using Slack Trigger and Slack response nodes.\nBitly API:\nGenerate a Bitly access token and set up credentials in the Bitly node.\nOpenAI / LangChain:\nConnect your GPT-4o or GPT-4 API key to the OpenAI Chat Model nodes.\nGoogle Sheets:\nUse OAuth2 credentials to connect to your Google Sheet.\nMake sure the sheet has matching columns for UTM parameters (sample headers included in the node schema).\n\n\n"
          },
          "typeVersion": 1
        }
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      "active": false,
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      "settings": {
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      "versionId": "723ac1de-6498-4074-98a5-d9e325835454",
      "connections": {
        "If": {
          "main": [
            [
              {
                "node": "Google Sheets",
                "type": "main",
                "index": 0
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            ],
            [
              {
                "node": "Stop and Error",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Bitly": {
          "ai_tool": [
            [
              {
                "node": "AI Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "AI Agent": {
          "main": [
            [
              {
                "node": "Slack Response",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Simple Memory": {
          "ai_memory": [
            [
              {
                "node": "AI Agent",
                "type": "ai_memory",
                "index": 0
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            ]
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        "Slack Trigger": {
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                "node": "AI Agent",
                "type": "main",
                "index": 0
              }
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          ]
        },
        "Slack Response": {
          "main": [
            [
              {
                "node": "Slack - Get User Name",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "AI Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model1": {
          "ai_languageModel": [
            [
              {
                "node": "Information Extractor",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Information Extractor": {
          "main": [
            [
              {
                "node": "If",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Slack - Get User Name": {
          "main": [
            [
              {
                "node": "Information Extractor",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 19,
      "nodeTypes": {
        "n8n-nodes-base.if": {
          "count": 1
        },
        "n8n-nodes-base.slack": {
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        },
        "@n8n/n8n-nodes-langchain.agent": {
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        "icon": "file:googleSheets.svg",
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              "Throw error",
              "Error",
              "Exception"
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              "Utility"
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            "subcategories": {
              "Core Nodes": [
                "Flow"
              ]
            }
          }
        },
        "group": "[\"input\"]",
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          "name": "Stop and Error",
          "color": "#ff0000"
        },
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            "name": "Utility"
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            "name": "Core Nodes"
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        "icon": "fa:sticky-note",
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              "Notes",
              "Sticky"
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            "subcategories": {
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                "Helpers"
              ]
            }
          }
        },
        "group": "[\"input\"]",
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          "color": "#FFD233"
        },
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            "name": "Core Nodes"
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        ]
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        "icon": "fa:robot",
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            "alias": [
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              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
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                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/"
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            "categories": [
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              "Langchain"
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            "subcategories": {
              "AI": [
                "Agents",
                "Root Nodes"
              ]
            }
          }
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        "group": "[\"transform\"]",
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          "name": "AI Agent",
          "color": "#404040"
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          "type": "icon"
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            "name": "AI"
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            "id": 26,
            "name": "Langchain"
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        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
        "codex": {
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                }
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              "Langchain"
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            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
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              "Language Models": [
                "Chat Models (Recommended)"
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            "name": "AI"
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            "name": "Langchain"
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        "id": 1163,
        "icon": "fa:database",
        "name": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
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                }
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            "categories": [
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              "Langchain"
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            "subcategories": {
              "AI": [
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              "Memory": [
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              "credentialDocumentation": [
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            "categories": [
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            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
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        },
        "group": "[\"trigger\"]",
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            "name": "Communication"
          }
        ]
      },
      {
        "id": 1273,
        "icon": "fa:project-diagram",
        "name": "@n8n/n8n-nodes-langchain.informationExtractor",
        "codex": {
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              "parsing",
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              ]
            },
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            "subcategories": {
              "AI": [
                "Chains",
                "Root Nodes"
              ]
            }
          }
        },
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        },
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          "type": "icon"
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        "displayName": "Information Extractor",
        "typeVersion": 1,
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            "name": "AI"
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            "name": "Langchain"
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        ]
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    ],
    "categories": [
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        "id": 33,
        "name": "Social Media"
      },
      {
        "id": 47,
        "name": "AI Chatbot"
      }
    ],
    "image": []
  }
}