{
  "workflow": {
    "id": 7600,
    "name": "Search Outlook emails with natural language queries using GPT-4o",
    "views": 765,
    "recentViews": 0,
    "totalViews": 765,
    "createdAt": "2025-08-19T16:33:01.490Z",
    "description": "\nThis workflow allows you to **search your Outlook mailbox with natural language**. You type what you’re looking for (e.g., “invoice from last week”), and the workflow:  \n1. Uses **OpenAI** to generate a search query.  \n2. Searches Outlook emails and ranks them by relevance.  \n3. Outputs results in a simple table with **score + link** to each email.  \n\n👉 The number of results can be changed (default: **5**).  \n\n---\n\n## ⚙️ Setup Instructions\n\n### 1️⃣ Set Up OpenAI Connection\n1. Go to [OpenAI Platform](https://platform.openai.com/api-keys)  \n2. Navigate to [OpenAI Billing](https://platform.openai.com/settings/organization/billing/overview)  \n3. Add funds to your billing account  \n4. Copy your API key into the **OpenAI credentials** in n8n  \n\n### 2️⃣ Set Up Outlook Connection\n1. In n8n → **Credentials → New → Microsoft Outlook OAuth2 API**  \n2. Log in with your Outlook account & approve access  \n3. Attach this credential to the **Search Outlook** node in the workflow  \n4. (Optional) Change the `limit` parameter in the node if you want more/less than 5 results  \n\n---\n\n## 📬 Contact Information\nNeed help customizing this workflow or building similar automations?  \n\n📧 [robert@ynteractive.com](mailto:robert@ynteractive.com)  \n🔗 [Robert Breen](https://www.linkedin.com/in/robert-breen-29429625/)  \n🌐 [ynteractive.com](https://ynteractive.com)  \n",
    "workflow": {
      "meta": {
        "instanceId": "ad0113c344ee237399e44e9f11798b05baeb83a6196d514a9ae9d2ad71c3b5c9",
        "templateCredsSetupCompleted": true
      },
      "nodes": [
        {
          "id": "a5c3ebce-f05b-4985-96ef-b98b8db66a22",
          "name": "When chat message received",
          "type": "@n8n/n8n-nodes-langchain.chatTrigger",
          "position": [
            -1440,
            5440
          ],
          "webhookId": "ccaca032-7964-4a83-9417-91a223bc1485",
          "parameters": {
            "options": {}
          },
          "typeVersion": 1.3
        },
        {
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          "name": "Sticky Note21",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
            "width": 400,
            "height": 928,
            "content": "\n\n## ⚙️ Setup Instructions\n\n### 1️⃣ Set Up OpenAI Connection\n1. Go to [OpenAI Platform](https://platform.openai.com/api-keys)  \n2. Navigate to [OpenAI Billing](https://platform.openai.com/settings/organization/billing/overview)  \n3. Add funds to your billing account  \n4. Copy your API key into the **OpenAI credentials** in n8n  \n\n### 2️⃣ Set Up Outlook Connection\n1. In n8n → **Credentials → New → Microsoft Outlook OAuth2 API**  \n2. Log in with your Outlook account & approve access  \n3. Attach this credential to the **Search Outlook** node in the workflow  \n4. (Optional) Change the `limit` parameter in the node if you want more/less than 5 results  \n\n---\n\n## 📬 Contact Information\nNeed help customizing this workflow or building similar automations?  \n\n📧 [robert@ynteractive.com](mailto:robert@ynteractive.com)  \n🔗 [Robert Breen](https://www.linkedin.com/in/robert-breen-29429625/)  \n🌐 [ynteractive.com](https://ynteractive.com)  \n"
          },
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        },
        {
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          "name": "Sticky Note22",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
            "color": 7,
            "width": 1936,
            "height": 928,
            "content": "# 📧 Outlook Email Search Assistant (n8n + OpenAI)\n\nThis workflow allows you to **search your Outlook mailbox with natural language**. You type what you’re looking for (e.g., “invoice from last week”), and the workflow:  \n1. Uses **OpenAI** to generate a search query.  \n2. Searches Outlook emails and ranks them by relevance.  \n3. Outputs results in a simple table with **score + link** to each email.  \n"
          },
          "typeVersion": 1
        },
        {
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          "name": "OpenAI Chat Model5",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
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          "parameters": {
            "model": {
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              "mode": "list",
              "value": "gpt-4o-mini",
              "cachedResultName": "gpt-4o-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
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          "name": "Sticky Note23",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "color": 3,
            "width": 288,
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            "content": "### 1️⃣ Set Up OpenAI Connection\n1. Go to [OpenAI Platform](https://platform.openai.com/api-keys)  \n2. Navigate to [OpenAI Billing](https://platform.openai.com/settings/organization/billing/overview)  \n3. Add funds to your billing account  \n4. Copy your API key into the **OpenAI credentials** in n8n  "
          },
          "typeVersion": 1
        },
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          "name": "OpenAI Chat Model6",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
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          "parameters": {
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              "mode": "list",
              "value": "gpt-4o-mini",
              "cachedResultName": "gpt-4o-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
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          "name": "Simple Memory1",
          "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
          "position": [
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          ],
          "parameters": {},
          "typeVersion": 1.3
        },
        {
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          "name": "Structured Output Parser3",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
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          ],
          "parameters": {
            "jsonSchemaExample": "{\n\t\"search\": \"search term\"\n}"
          },
          "typeVersion": 1.3
        },
        {
          "id": "9dd5c86f-8d6d-4b94-a7b7-08d81aac3749",
          "name": "Merge",
          "type": "n8n-nodes-base.merge",
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          ],
          "parameters": {
            "mode": "combine",
            "options": {},
            "combineBy": "combineAll"
          },
          "typeVersion": 3.2
        },
        {
          "id": "ac3539fb-842d-4922-9ca7-42397cfb7143",
          "name": "Structured Output Parser5",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
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          ],
          "parameters": {
            "jsonSchemaExample": "{\n\t\"score\": \"score\",\n\t\"url\": \"url\"\n}"
          },
          "typeVersion": 1.3
        },
        {
          "id": "4bf1962a-009e-457d-95a9-243b64bd9a79",
          "name": "OpenAI Chat Model7",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
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          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o-mini",
              "cachedResultName": "gpt-4o-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "68610127-4f8e-4c97-819f-7c47c0d4c93f",
          "name": "Generate Search Term",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -1136,
            5408
          ],
          "parameters": {
            "options": {
              "systemMessage": "Take in a search that someone wants to search their outlook for a specific mail. Once they tell you what they wnat, output a search term. \n\nOutput like this. \n\n{\n\t\"search\": \"search term\"\n}"
            },
            "hasOutputParser": true
          },
          "typeVersion": 2.2
        },
        {
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          "name": "Search Outlook",
          "type": "n8n-nodes-base.microsoftOutlook",
          "position": [
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          ],
          "webhookId": "ae07c8b7-e0be-4a87-93a8-cfcb00303d0c",
          "parameters": {
            "limit": 5,
            "output": "raw",
            "options": {},
            "filtersUI": {
              "values": {
                "search": "={{ $json.output.search }} -from:rbreen@ynteractive.com\n",
                "filterBy": "search"
              }
            },
            "operation": "getAll"
          },
          "credentials": {
            "microsoftOutlookOAuth2Api": {
              "id": "credential-id",
              "name": "microsoftOutlookOAuth2Api Credential"
            }
          },
          "typeVersion": 2
        },
        {
          "id": "90182205-aef1-465d-a271-16c63b9a4942",
          "name": "Score if email is relevent to search",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -304,
            5664
          ],
          "parameters": {
            "text": "=User question: {{ $json.chatInput }} Email content: {{ $json.body.content }}  sender: {{ $json.sender.emailAddress.address }}  url: {{ $json.webLink }}",
            "options": {
              "systemMessage": "take in the user question and give a number 1-100 on how likely this is the email they are looking for. output like this: "
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "typeVersion": 2.2
        },
        {
          "id": "7b73107e-a3e7-4c4d-95c3-7f53c858c5e0",
          "name": "Output as table for user",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            96,
            5408
          ],
          "parameters": {
            "text": "={{ $json.data }}",
            "options": {
              "systemMessage": "write this data into a table output with two columns. score, then url. "
            },
            "promptType": "define"
          },
          "typeVersion": 2.2
        },
        {
          "id": "eb49ccbb-5951-4774-b42d-22822317fc3f",
          "name": "Convert to one Output",
          "type": "n8n-nodes-base.aggregate",
          "position": [
            -64,
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          ],
          "parameters": {
            "options": {},
            "aggregate": "aggregateAllItemData"
          },
          "typeVersion": 1
        },
        {
          "id": "010f5610-caad-493f-afc6-55a9f0aaf7c2",
          "name": "Sticky Note24",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -480,
            5232
          ],
          "parameters": {
            "color": 3,
            "width": 288,
            "height": 336,
            "content": "### 2️⃣ Set Up Outlook Connection\n1. In n8n → **Credentials → New → Microsoft Outlook OAuth2 API**  \n2. Log in with your Outlook account & approve access  \n3. Attach this credential to the **Search Outlook** node in the workflow  \n4. (Optional) Change the `limit` parameter in the node if you want more/less than 5 results "
          },
          "typeVersion": 1
        }
      ],
      "pinData": {},
      "connections": {
        "Merge": {
          "main": [
            [
              {
                "node": "Score if email is relevent to search",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Search Outlook": {
          "main": [
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              {
                "node": "Merge",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Simple Memory1": {
          "ai_memory": [
            [
              {
                "node": "Generate Search Term",
                "type": "ai_memory",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model5": {
          "ai_languageModel": [
            [
              {
                "node": "Score if email is relevent to search",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model6": {
          "ai_languageModel": [
            [
              {
                "node": "Generate Search Term",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model7": {
          "ai_languageModel": [
            [
              {
                "node": "Output as table for user",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Generate Search Term": {
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                "type": "main",
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              }
            ]
          ]
        },
        "Convert to one Output": {
          "main": [
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                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Structured Output Parser3": {
          "ai_outputParser": [
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              {
                "node": "Generate Search Term",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "Structured Output Parser5": {
          "ai_outputParser": [
            [
              {
                "node": "Score if email is relevent to search",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "When chat message received": {
          "main": [
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                "node": "Generate Search Term",
                "type": "main",
                "index": 0
              },
              {
                "node": "Merge",
                "type": "main",
                "index": 1
              }
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          ]
        },
        "Score if email is relevent to search": {
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              }
            ]
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        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 17,
      "nodeTypes": {
        "n8n-nodes-base.merge": {
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        },
        "n8n-nodes-base.aggregate": {
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        },
        "n8n-nodes-base.stickyNote": {
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        },
        "@n8n/n8n-nodes-langchain.agent": {
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        },
        "n8n-nodes-base.microsoftOutlook": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.chatTrigger": {
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        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
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        },
        "@n8n/n8n-nodes-langchain.memoryBufferWindow": {
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        },
        "@n8n/n8n-nodes-langchain.outputParserStructured": {
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        }
      }
    },
    "status": "published",
    "user": {
      "name": "Robert Breen",
      "username": "rbreen",
      "bio": "Professional services consultant with over 10 years of experience solving complex business problems across industries. I specialize in n8n and process automation—designing custom workflows that integrate tools like Google Calendar, Airtable, GPT, and internal systems. Whether you need to automate scheduling, sync data, or streamline operations, I build solutions that save time and drive results.",
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        "name": "n8n-nodes-base.merge",
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              "generic": [
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                  "url": "https://n8n.io/blog/how-to-sync-data-between-two-systems/",
                  "icon": "🏬",
                  "label": "How to synchronize data between two systems (one-way vs. two-way sync"
                },
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            "categories": [
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            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
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        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 433,
        "icon": "file:outlook.svg",
        "name": "n8n-nodes-base.microsoftOutlook",
        "codex": {
          "data": {
            "alias": [
              "email",
              "human",
              "form",
              "wait",
              "hitl",
              "approval"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.microsoftoutlook/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/microsoft/"
                }
              ]
            },
            "categories": [
              "Communication",
              "HITL"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "HITL": [
                "Human in the Loop"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Microsoft Outlook"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Microsoft Outlook",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 6,
            "name": "Communication"
          },
          {
            "id": 28,
            "name": "HITL"
          }
        ]
      },
      {
        "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": 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": 1179,
        "icon": "fa:code",
        "name": "@n8n/n8n-nodes-langchain.outputParserStructured",
        "codex": {
          "data": {
            "alias": [
              "json",
              "zod"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.outputparserstructured/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Output Parsers"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Structured Output Parser"
        },
        "iconData": {
          "icon": "code",
          "type": "icon"
        },
        "displayName": "Structured Output Parser",
        "typeVersion": 1,
        "nodeCategories": [
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            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1236,
        "icon": "file:aggregate.svg",
        "name": "n8n-nodes-base.aggregate",
        "codex": {
          "data": {
            "alias": [
              "Aggregate",
              "Combine",
              "Flatten",
              "Transform",
              "Array",
              "List",
              "Item"
            ],
            "details": "",
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.aggregate/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Aggregate"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Aggregate",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "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"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 48,
        "name": "AI RAG"
      },
      {
        "id": 51,
        "name": "Multimodal AI"
      }
    ],
    "image": []
  }
}