{
  "workflow": {
    "id": 6905,
    "name": "Maximize customer success with O3 and GPT-4.1-mini multi-agent AI team",
    "views": 940,
    "recentViews": 0,
    "totalViews": 940,
    "createdAt": "2025-08-02T18:00:12.857Z",
    "description": "# 🌟 **AI-05: CCO Customer Success Team - Multi-Agent AI Workflow**\n\n## 📋 **Overview**\n\nTransform your customer success operations with this comprehensive AI-powered workflow featuring a strategic Chief Customer Officer (CCO) agent and six specialized customer success agents. This multi-agent system handles everything from onboarding to retention, ensuring maximum customer satisfaction and revenue expansion.\n\n**🔗 Links:**\n- **YouTube Channel**: https://www.youtube.com/@YaronBeen/videos\n- **LinkedIn**: https://www.linkedin.com/in/yaronbeen/\n- **Website**: https://nofluff.online\n\n---\n\n## ⚙️ **How It Works**\n\n1. **Customer Success Request**: Chat interface receives requests like \"Create a comprehensive onboarding program for enterprise customers\"\n2. **CCO Strategic Analysis**: O3-powered CCO agent analyzes customer lifecycle and determines optimal success strategy\n3. **Specialist Delegation**: Work distributed to 6 specialized agents for execution\n4. **Comprehensive Output**: Integrated customer success deliverables with actionable recommendations\n\n---\n\n## 👥 **Meet Your AI Customer Success Team**\n\n| Agent | Specialization | Model | Primary Output |\n|-------|----------------|-------|---------------|\n| 🌟 **CCO Agent** | Customer success strategy & retention oversight | O3 | Strategic customer success planning |\n| 🚀 **Customer Onboarding Specialist** | Onboarding flows, welcome sequences, setup guides | GPT-4.1-mini | Onboarding programs |\n| 🆘 **Customer Support Specialist** | Support workflows, troubleshooting, help documentation | GPT-4.1-mini | Support systems |\n| 💊 **Customer Health Analyst** | Health scoring, risk identification, usage analytics | GPT-4.1-mini | Health assessments |\n| 📈 **Upsell & Expansion Specialist** | Growth opportunities, expansion strategies, upgrade paths | GPT-4.1-mini | Expansion plans |\n| 🎓 **Customer Training Specialist** | Training programs, certification courses, skill development | GPT-4.1-mini | Training curricula |\n| 🔄 **Retention & Loyalty Specialist** | Churn prevention, loyalty programs, renewal strategies | GPT-4.1-mini | Retention campaigns |\n\n---\n\n## 💡 **Use Cases**\n\n- **Complete Onboarding Programs**: Welcome sequences → Setup guides → Success milestones\n- **Customer Health Monitoring**: Usage tracking → Risk identification → Intervention strategies  \n- **Expansion Revenue**: Account analysis → Upsell opportunities → Growth planning\n- **Support Excellence**: Knowledge bases → Workflow automation → Response optimization\n- **Training & Certification**: Learning paths → Skill assessments → Certification programs\n- **Retention Campaigns**: Churn prediction → Win-back strategies → Loyalty building\n\n---\n\n## 🎯 **Key Benefits**\n\n- **Proactive Success Management**: Identify and address customer needs before they become issues\n- **Revenue Expansion**: Systematic approach to identifying and capturing growth opportunities\n- **Operational Efficiency**: Streamlined processes for onboarding, support, and retention\n- **Data-Driven Insights**: Customer health scoring and predictive analytics\n- **Scalable Training**: Automated customer education and certification programs\n\n---\n\n## 💸 **Cost Optimization Strategy**\n\n- **O3 for CCO**: High-level customer success strategy and complex relationship management\n- **GPT-4.1-mini for Specialists**: 90% cost reduction for execution tasks\n- **Parallel Processing**: Multiple customer success workstreams handled simultaneously\n- **Template Reuse**: Proven customer success frameworks and best practices\n\n---\n\n## 🏗️ **Building Blocks Approach**\n\nThis workflow provides foundational customer success components that you should customize:\n\n- **Adjust agent prompts** to match your industry, product, and customer segments\n- **Add relevant tools** like CRM integrations, analytics platforms, and communication systems\n- **Customize outputs** to align with your customer success methodology and KPIs\n- **Integrate workflows** with your existing customer success tech stack\n\n---\n\n## 🏷️ **Tags**\n\n#CustomerSuccess #CustomerExperience #ChurnPrevention #CustomerOnboarding #CustomerRetention #RevenueExpansion #CustomerHealth #CustomerSupport #CustomerTraining #LoyaltyPrograms #CustomerAnalytics #n8n #OpenAI #MultiAgentWorkflow #CustomerSuccessOps #CSMAutomation",
    "workflow": {
      "meta": {
        "instanceId": "12e6f290a974a1eee154f8d915aade185e90e826260e6aeab8a087ba7386a1bc",
        "templateCredsSetupCompleted": true
      },
      "name": "CCO Agent with Customer Success Team",
      "nodes": [
        {
          "id": "cs-chat-trigger",
          "name": "When chat message received",
          "type": "@n8n/n8n-nodes-langchain.chatTrigger",
          "position": [
            -2864,
            -576
          ],
          "webhookId": "cs-webhook-id",
          "parameters": {
            "options": {}
          },
          "typeVersion": 1.1
        },
        {
          "id": "cco-agent",
          "name": "CCO Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -2640,
            -816
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 2.1
        },
        {
          "id": "cs-think",
          "name": "Think",
          "type": "@n8n/n8n-nodes-langchain.toolThink",
          "position": [
            -2512,
            -496
          ],
          "parameters": {},
          "typeVersion": 1.1
        },
        {
          "id": "onboarding-agent",
          "name": "Customer Onboarding Specialist",
          "type": "@n8n/n8n-nodes-langchain.agentTool",
          "position": [
            -2240,
            -96
          ],
          "parameters": {
            "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
            "options": {},
            "toolDescription": "call this AI Agent that specializes in customer onboarding, implementation planning, and new user success workflows"
          },
          "typeVersion": 2.2
        },
        {
          "id": "support-agent",
          "name": "Customer Support Specialist",
          "type": "@n8n/n8n-nodes-langchain.agentTool",
          "position": [
            -1280,
            -704
          ],
          "parameters": {
            "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
            "options": {},
            "toolDescription": "call this AI Agent that specializes in customer support, issue resolution, knowledge base creation, and helpdesk operations"
          },
          "typeVersion": 2.2
        },
        {
          "id": "health-agent",
          "name": "Customer Health Analyst",
          "type": "@n8n/n8n-nodes-langchain.agentTool",
          "position": [
            -1840,
            -304
          ],
          "parameters": {
            "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
            "options": {},
            "toolDescription": "call this AI Agent that specializes in customer health scoring, churn prediction, and retention analytics"
          },
          "typeVersion": 2.2
        },
        {
          "id": "expansion-agent",
          "name": "Account Expansion Specialist",
          "type": "@n8n/n8n-nodes-langchain.agentTool",
          "position": [
            -1328,
            -80
          ],
          "parameters": {
            "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
            "options": {},
            "toolDescription": "call this AI Agent that specializes in upselling, cross-selling, account growth, and expansion opportunities"
          },
          "typeVersion": 2.2
        },
        {
          "id": "training-agent",
          "name": "Customer Training Specialist",
          "type": "@n8n/n8n-nodes-langchain.agentTool",
          "position": [
            -1744,
            -1024
          ],
          "parameters": {
            "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
            "options": {},
            "toolDescription": "call this AI Agent that specializes in customer training programs, educational content, and user adoption strategies"
          },
          "typeVersion": 2.2
        },
        {
          "id": "retention-agent",
          "name": "Customer Retention Specialist",
          "type": "@n8n/n8n-nodes-langchain.agentTool",
          "position": [
            -1344,
            -1264
          ],
          "parameters": {
            "text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
            "options": {},
            "toolDescription": "call this AI Agent that specializes in churn prevention, renewal strategies, and customer loyalty programs"
          },
          "typeVersion": 2.2
        },
        {
          "id": "cco-model",
          "name": "OpenAI Chat Model CCO",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -2672,
            -496
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "o3",
              "cachedResultName": "o3"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "onboarding-model",
          "name": "OpenAI Chat Model1",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -2208,
            368
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "support-model",
          "name": "OpenAI Chat Model2",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -1312,
            -496
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "health-model",
          "name": "OpenAI Chat Model3",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -1824,
            -144
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "expansion-model",
          "name": "OpenAI Chat Model4",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -1328,
            96
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "training-model",
          "name": "OpenAI Chat Model5",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -1776,
            -768
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "retention-model",
          "name": "OpenAI Chat Model6",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -1312,
            -944
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4.1-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "cs-header-sticky",
          "name": "Sticky Note Header",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -3808,
            -880
          ],
          "parameters": {
            "color": 3,
            "width": 580,
            "height": 320,
            "content": "=======================================\n        CCO AGENT WITH CUSTOMER SUCCESS TEAM\n=======================================\nFor any questions or support, please contact:\n    Yaron@nofluff.online\n\nExplore more tips and tutorials here:\n   - YouTube: https://www.youtube.com/@YaronBeen/videos\n   - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n======================================="
          },
          "typeVersion": 1
        },
        {
          "id": "cs-main-sticky",
          "name": "Sticky Note Main",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -3808,
            -544
          ],
          "parameters": {
            "color": 3,
            "width": 740,
            "height": 2500,
            "content": "## 🤝 **CCO AGENT WITH CUSTOMER SUCCESS TEAM - AI WORKFLOW**\n\n**🔥 Powered by OpenAI O3 & GPT-4.1-mini Multi-Agent System**\n\n#CustomerSuccess #CustomerExperience #n8nWorkflows #OpenAI #CustomerRetention\n\n---\n\n### 📝 **Overview**\n\nThis multi-agent n8n automation creates a comprehensive customer success department. A strategic CCO agent receives your customer requests, analyzes customer needs, and coordinates specialized agents for onboarding, support, health monitoring, expansion, training, and retention—delivering exceptional customer experiences with AI efficiency.\n\n---\n\n### ⚙️ **How It Works**\n\n1. **Chat trigger** receives customer success requests (e.g., \"Create onboarding plan for enterprise customers\")\n2. **CCO Agent** (O3) analyzes customer strategy and determines approach\n3. Delegates to specialist agents:\n   - Customer Onboarding Specialist\n   - Customer Support Specialist\n   - Customer Health Analyst\n   - Account Expansion Specialist\n   - Customer Training Specialist\n   - Customer Retention Specialist\n4. Each agent uses **GPT-4.1-mini** for specialized execution\n5. Results compiled into comprehensive customer success deliverables\n\n---\n\n### 👥 **Meet Your AI Customer Success Team**\n\n| Agent | Purpose | Model | Output |\n|-------|---------|-------|--------|\n| 🤝 **CCO Agent** | Customer strategy & team coordination | O3 | Strategic customer oversight |\n| 🚀 **Onboarding Specialist** | Implementation, setup, first value | GPT-4.1-mini | Onboarding plans |\n| 🎧 **Support Specialist** | Issue resolution, knowledge base | GPT-4.1-mini | Support solutions |\n| 💚 **Health Analyst** | Customer health, churn prediction | GPT-4.1-mini | Health insights |\n| 📈 **Expansion Specialist** | Upsells, cross-sells, growth | GPT-4.1-mini | Growth opportunities |\n| 🎓 **Training Specialist** | Education, adoption, best practices | GPT-4.1-mini | Training programs |\n| 🔄 **Retention Specialist** | Renewal, loyalty, churn prevention | GPT-4.1-mini | Retention strategies |\n\n---\n\n### 💡 **Use Cases**\n\n- **Customer Onboarding**: Welcome → Setup → Training → First Success\n- **Support Operations**: Ticket resolution → Knowledge base → Escalation procedures\n- **Health Monitoring**: Usage tracking → Risk identification → Proactive outreach\n- **Account Expansion**: Opportunity identification → Upsell campaigns → Cross-sell strategies\n- **Customer Education**: Training programs → Best practices → User adoption\n- **Retention Programs**: Renewal strategies → Loyalty programs → Win-back campaigns\n\n---\n\n### 💸 **Cost Optimization**\n\n- **O3 for CCO**: Strategic customer decisions only\n- **GPT-4.1-mini for execution**: 90% cost reduction\n- **Parallel processing**: All specialists work simultaneously\n- **Template reuse**: Leverage proven customer success frameworks\n\n---\n\n### 🏷️ **Tags**\n\n#CustomerSuccess #CustomerExperience #CustomerOnboarding #CustomerSupport #CustomerRetention\n#AccountExpansion #CustomerHealth #ChurnPrevention #CustomerTraining #CustomerLoyalty\n#n8n #OpenAI #MultiAgentSystem #CustomerOps #CSM #CustomerJourney"
          },
          "typeVersion": 1
        }
      ],
      "connections": {
        "Think": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model1": {
          "ai_languageModel": [
            [
              {
                "node": "Customer Onboarding Specialist",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model2": {
          "ai_languageModel": [
            [
              {
                "node": "Customer Support Specialist",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model3": {
          "ai_languageModel": [
            [
              {
                "node": "Customer Health Analyst",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model4": {
          "ai_languageModel": [
            [
              {
                "node": "Account Expansion Specialist",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model5": {
          "ai_languageModel": [
            [
              {
                "node": "Customer Training Specialist",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model6": {
          "ai_languageModel": [
            [
              {
                "node": "Customer Retention Specialist",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model CCO": {
          "ai_languageModel": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Customer Health Analyst": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "When chat message received": {
          "main": [
            [
              {
                "node": "CCO Agent",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Customer Support Specialist": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Account Expansion Specialist": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Customer Training Specialist": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Customer Retention Specialist": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Customer Onboarding Specialist": {
          "ai_tool": [
            [
              {
                "node": "CCO Agent",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 18,
      "nodeTypes": {
        "n8n-nodes-base.stickyNote": {
          "count": 2
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.agentTool": {
          "count": 6
        },
        "@n8n/n8n-nodes-langchain.toolThink": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.chatTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
          "count": 7
        }
      }
    },
    "status": "published",
    "user": {
      "name": "Yaron Been",
      "username": "yaron-nofluff",
      "bio": "Building AI Agents and Automations | Growth Marketer | Entrepreneur | Book Author & Podcast Host\n\nIf you need any help with Automations, feel free to reach out via linkedin:\nhttps://www.linkedin.com/in/yaronbeen/\n\nAnd check out my Youtube channel:\nhttps://www.youtube.com/@YaronBeen/videos",
      "verified": true,
      "links": [
        "https://www.nofluff.online/automation-services/"
      ],
      "avatar": "https://gravatar.com/avatar/a4e4dcaa1f76ff5266bbf80e8df86d22efda890474c68f7796e72fd82e3f2375?r=pg&d=retro&size=200"
    },
    "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": 1119,
        "icon": "fa:robot",
        "name": "@n8n/n8n-nodes-langchain.agent",
        "codex": {
          "data": {
            "alias": [
              "LangChain",
              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Agents",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "AI Agent",
          "color": "#404040"
        },
        "iconData": {
          "icon": "robot",
          "type": "icon"
        },
        "displayName": "AI Agent",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1153,
        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatopenai/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "OpenAI Chat Model"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "OpenAI Chat Model",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1247,
        "icon": "fa:comments",
        "name": "@n8n/n8n-nodes-langchain.chatTrigger",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.chattrigger/"
                }
              ]
            },
            "categories": [
              "Core Nodes",
              "Langchain"
            ]
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "When chat message received"
        },
        "iconData": {
          "icon": "comments",
          "type": "icon"
        },
        "displayName": "Chat Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1289,
        "icon": "fa:brain",
        "name": "@n8n/n8n-nodes-langchain.toolThink",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolthink/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Tools"
              ],
              "Tools": [
                "Other Tools"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Think"
        },
        "iconData": {
          "icon": "brain",
          "type": "icon"
        },
        "displayName": "Think Tool",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1310,
        "icon": "fa:robot",
        "name": "@n8n/n8n-nodes-langchain.agentTool",
        "codex": {
          "data": {
            "alias": [
              "LangChain",
              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
            ],
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Tools"
              ],
              "Tools": [
                "Other Tools"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "AI Agent Tool",
          "color": "#404040"
        },
        "iconData": {
          "icon": "robot",
          "type": "icon"
        },
        "displayName": "AI Agent Tool",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 39,
        "name": "CRM"
      },
      {
        "id": 47,
        "name": "AI Chatbot"
      }
    ],
    "image": []
  }
}