{
  "workflow": {
    "id": 2338,
    "name": "Reconcile rent payments with local Excel spreadsheet and OpenAI",
    "views": 7845,
    "recentViews": 0,
    "totalViews": 7845,
    "createdAt": "2024-07-11T08:49:45.563Z",
    "description": "This n8n workflow is designed to work on the local network and assists with reconciling downloaded bank statements with internal tenant records to quickly highlight any issues with payments such as missed or late payments or those of incorrect amounts.\n\nThis assistant can then generate a report to quick flag attention to ensure remedial action is taken.\n\n## How it works\n\n* The workflow monitors a local network drive to watch for new bank statements that are added.\n* This bank statement is then imported into the n8n workflow, its contents extracted and sent to the AI Agent.\n* The AI Agent analyses the line items to identify the dates and any incoming payments from tenants.\n* The AI agent then uses an locally-hosted Excel (\"XLSX\") spreadsheet to get both tenant records and property records. From this data, it can determine for each active tenant when payment is due, the amount and the tenancy duration.\n* Comparing to the bank statement, the AI Agent can now report on where tenants have missed their payments, made late payments or are paying the incorrect amounts.\n* The final report is generated and logged in the same XLSX for a human to check and action.\n\n## Requirements\n\n* A self-hosted version of n8n is required.\n* OpenAI account for the AI model\n\n## Customising this workflow\n\nIf you organisation has a Slack or Teams account, consider sending reports to a channel for increased productivity. Email may be a good choice too.\n\n## Want to go fully local?\n\nA version of this workflow is available which uses Ollama instead. You can download this template here: https://drive.google.com/file/d/1YRKjfakpInm23F_g8AHupKPBN-fphWgK/view?usp=sharing",
    "workflow": {
      "meta": {
        "instanceId": "26ba763460b97c249b82942b23b6384876dfeb9327513332e743c5f6219c2b8e"
      },
      "nodes": [
        {
          "id": "bebbf9cf-8103-4694-a3be-ae3ee1e9ebaf",
          "name": "Watch For Bank Statements",
          "type": "n8n-nodes-base.localFileTrigger",
          "position": [
            780,
            400
          ],
          "parameters": {
            "path": "/home/node/host_mount/reconciliation_project",
            "events": [
              "add"
            ],
            "options": {
              "ignored": "!**/*.csv"
            },
            "triggerOn": "folder"
          },
          "typeVersion": 1
        },
        {
          "id": "eca26bed-ba44-4507-97d4-9154e26908a5",
          "name": "Get Tenant Details",
          "type": "@n8n/n8n-nodes-langchain.toolCode",
          "position": [
            1660,
            540
          ],
          "parameters": {
            "name": "get_tenant_details",
            "jsCode": "const xlsx = require('xlsx');\n\nconst { spreadsheet_location } = $('Set Variables').item.json;\nconst sheetName = 'tenants';\n\nconst wb = xlsx.readFile(spreadsheet_location, { sheets: [sheetName] });\nconst rows = xlsx.utils.sheet_to_json(wb.Sheets[sheetName], { raw: false });\n\nconst queryToList = [].concat(typeof query === 'string' ? query.split(',') : query);\n\nconst result = queryToList.map(q => (\n  rows.find(row =>\n    row['Tenant Name'].toLowerCase() === q.toLowerCase()\n    || row['Tenant ID'].toLowerCase() === q.toString().toLowerCase()\n  )\n));\n\nreturn result ? JSON.stringify(result) : `No results were found for ${query}`;",
            "description": "Call this tool to get a tenant's details which includes their tenancy terms, rent amount and any notes attached to their account. Pass in one or an array of either the tenant ID or the name of the tenant."
          },
          "typeVersion": 1.1
        },
        {
          "id": "76b68c2f-8d33-4f61-a442-732e784b733a",
          "name": "Structured Output Parser",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
            1920,
            540
          ],
          "parameters": {
            "jsonSchemaExample": "[{\n  \"tenant_id\": \"\",\n  \"tenant_name\": \"\",\n  \"property_id\": \"\",\n  \"property_postcode\": \"\",\n  \"action_required\": \"\",\n  \"details\": \"\",\n  \"date\": \"\"\n}]"
          },
          "typeVersion": 1.2
        },
        {
          "id": "be01720f-4617-4a2b-aaed-2474f9f0e25b",
          "name": "Get Bank Statement File",
          "type": "n8n-nodes-base.readWriteFile",
          "position": [
            1100,
            400
          ],
          "parameters": {
            "options": {},
            "fileSelector": "={{ $('Watch For Bank Statements').item.json.path }}"
          },
          "typeVersion": 1
        },
        {
          "id": "2aba5f6a-56b0-411f-9124-33025d90e325",
          "name": "Get CSV Data",
          "type": "n8n-nodes-base.extractFromFile",
          "position": [
            1260,
            400
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 1
        },
        {
          "id": "a60d5851-f938-4696-855b-1f0845ffbc6c",
          "name": "Alert Actions To List",
          "type": "n8n-nodes-base.splitOut",
          "position": [
            2260,
            400
          ],
          "parameters": {
            "options": {},
            "fieldToSplitOut": "output"
          },
          "typeVersion": 1
        },
        {
          "id": "f804d9fb-f679-4e95-b70f-722e7c222c40",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            690.6721905682555,
            177.80249392766257
          ],
          "parameters": {
            "color": 7,
            "width": 748.2548372021405,
            "height": 457.6238063670572,
            "content": "## Step 1. Wait For Incoming Bank Statements\n[Read more about the local file triggers](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.localfiletrigger)\n\nFor this demo, we'll show that n8n is more than capable working with the local filesystem. This gives great benefits in terms of privacy and data security.\n\nFor our datastore, we're using a locally hosted XLSX Excel file which we'll query and update throughout this workflow."
          },
          "typeVersion": 1
        },
        {
          "id": "01e9c335-320c-4fff-9ade-ad1cf808db00",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1460,
            80
          ],
          "parameters": {
            "color": 7,
            "width": 634.3165117416636,
            "height": 675.2455596085985,
            "content": "## Step 2. Delegate to AI Agent to Quickly Identify Issues with Rental Payments\n[Read more about AI Agents](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/)\n\nAn AI agent can not only check against agreed amounts and compare due dates but also consider contract exceptions and tenant notes before deciding to take action. In a scenario of 10+ of tenants, this can save a lot of admin time.\n\nFor this demo, we're using a remote LLM Model but this can easily be swapped out for other self-hosted LLMS models that support function calling."
          },
          "typeVersion": 1
        },
        {
          "id": "2456b1e5-ceec-45c3-91a7-52e21125e6e5",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            2120,
            143.8836673253448
          ],
          "parameters": {
            "color": 7,
            "width": 618.3293247808133,
            "height": 473.7439917476675,
            "content": "## Step 3. Generate a Report to Action any Issues\n[Read more about using the Code Node](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.code)\n\nAfter the AI Agent has helped identify issues to action, we can generate a  report and update a locally hosted xlsx file. This again helps keep workflows private to nothing senstive goes over the wire.\n\nThough n8n lacks a builtin node for editing local xlsx file, we can tap into the sheetJS library available to the \"Code\" node."
          },
          "typeVersion": 1
        },
        {
          "id": "7b32e8f9-b543-47e1-a08e-53ee47105966",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            260,
            80
          ],
          "parameters": {
            "width": 399.5148533727183,
            "height": 558.2628336538015,
            "content": "## Try It Out!\n### This workflow ingests bank statements to analyses them against a list of tenants using an AI Agent. The agent then flags any issues such as missing payments or incorrect amounts which are exported to a XLSX spreadsheet.\n\n### Note: This workflow is intended to work with a self-hosted version of n8n and has access to the local file system.\n\n* Watches for CSV files (bank statements)\n* Imports into AI agent for analysis.\n* AI agent will query the Excel spreadsheet for tenant and property details.\n* AI agent will generate report on discrepancies or issues and write them to the Excel file.\n\n\n### Need Help?\nJoin the [Discord](https://discord.com/invite/XPKeKXeB7d) or ask in the [Forum](https://community.n8n.io/)!\n\nHappy Hacking!"
          },
          "typeVersion": 1
        },
        {
          "id": "ba35ed0b-7ace-4b76-b915-0dc516a07fb1",
          "name": "Get Property Details",
          "type": "@n8n/n8n-nodes-langchain.toolCode",
          "position": [
            1800,
            540
          ],
          "parameters": {
            "name": "get_property_details",
            "jsCode": "const xlsx = require('xlsx');\n\nconst { spreadsheet_location } = $('Set Variables').item.json;\nconst sheetName = 'properties'\n\nconst wb = xlsx.readFile(spreadsheet_location, { sheets: [sheetName] });\nconst rows = xlsx.utils.sheet_to_json(wb.Sheets[sheetName], { raw: false });\n\nconst queryToList = [].concat(typeof query === 'string' ? query.split(',') :query);\n\nconst result = queryToList.map(q => rows.find(row => row['Property ID'] === q));\n\nreturn result ? JSON.stringify(result) : `No results were found for ${query}`;",
            "description": "Call this tool to get a property details which includes the address, postcode and type of the property. Pass in one or an array of Property IDs."
          },
          "typeVersion": 1.1
        },
        {
          "id": "8c85a2f5-6741-41f4-b377-c74a74b14d0f",
          "name": "Set Variables",
          "type": "n8n-nodes-base.set",
          "position": [
            940,
            400
          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "bcd3dd04-0082-4da6-b36b-e5ad09c4de30",
                  "name": "spreadsheet_location",
                  "type": "string",
                  "value": "/home/node/host_mount/reconciliation_project/reconcilation-workbook.xlsx"
                }
              ]
            }
          },
          "typeVersion": 3.4
        },
        {
          "id": "bd75bad8-caa3-48f1-8892-3d1221765564",
          "name": "Append To Spreadsheet",
          "type": "n8n-nodes-base.code",
          "position": [
            2480,
            400
          ],
          "parameters": {
            "jsCode": "const xlsx = require('xlsx');\n\nconst { spreadsheet_location } = $('Set Variables').first().json;\nconst sheetName = 'alerts';\n\nconst wb = xlsx.readFile(spreadsheet_location);\nxlsx.writeFile(wb, spreadsheet_location + '.bak.xlsx'); // create backup\n\nconst worksheet = wb.Sheets[sheetName];\n\nconst inputs = $input.all();\n\nfor (input of inputs) {\n  xlsx.utils.sheet_add_aoa(worksheet, [\n    [\n      input.json.date,\n      input.json[\"property_id\"],\n      input.json[\"property_postcode\"],\n      input.json[\"tenant_id\"],\n      input.json[\"tenant_name\"],\n      input.json[\"action_required\"],\n      input.json[\"details\"],\n    ]\n  ], { origin: -1 });\n}\n\n// update sheet ref\nconst range = xlsx.utils.decode_range(worksheet['!ref']);\nconst rowIndex = range.e.r + 1; // The next row index to append\nworksheet['!ref'] = xlsx.utils.encode_range({\n    s: range.s,\n    e: { r: rowIndex, c: range.e.c }\n});\n\nxlsx.writeFile(wb, spreadsheet_location, {\n  cellDates: true,\n  cellStyles: true,\n  bookType: 'xlsx',\n});\n\nreturn {\"json\": { \"output\": `${inputs.length} rows added` }}"
          },
          "typeVersion": 2
        },
        {
          "id": "c818ea7e-dc57-4680-b797-abb21cca87fb",
          "name": "OpenAI Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            1540,
            540
          ],
          "parameters": {
            "model": "gpt-4o",
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "b2a97514-6020-49a6-bbdb-ee1251eb6aed",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            2280,
            640
          ],
          "parameters": {
            "color": 3,
            "width": 461.5505566920007,
            "height": 106.59049079746408,
            "content": "### 🚨Warning! Potentially Destructive Operations!\nWith code comes great responsibility! There is a risk you may overwrite/delete data you didn't intend. Always makes backups and test on a copy of your spreadsheets!"
          },
          "typeVersion": 1
        },
        {
          "id": "f869f6eb-cf19-4b14-bf3a-4db5d636646f",
          "name": "Reconcile Rental Payments",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            1640,
            360
          ],
          "parameters": {
            "text": "=Bank Statement for {{ $input.first().json.date }} to {{  $input.last().json.date }}:\n|date|reference|money in|money out|\n|-|-|-|-|\n{{ $input.all().map(row => `|${row.json.date}|${row.json.reference}|${row.json.money_in || ''}|${row.json.money_out || ''}|`).join('\\n') }}",
            "options": {
              "systemMessage": "Your task is to help reconcile rent payments with the uploaded bank statement and alert only if there are any actions to be taken in regards to the tenants.\n* Identify and flag any tenants who have have missed their rent according to the month. Late payments which are within a few days of the due date are acceptable and should not be flagged.\n* Identify and flag if any tenants have not paid the correct ammount due, either less or more.\n* Identify and flag any tenants who are finishing their rentals within the time period of the current statement.\n* Identify and flag any remaining fees which are due and have not been paid from any tenant in the last month of their rental.\n\nIf the bank statement show incomplete months due to cut off, it is ok to assume the payment is pending and not actually missing.\n\nThe alert system requires a JSON formatted message. It is important that you format your response as follows:\n[{\n  \"tenant_id\": \"\",\n  \"tenant_name\": \"\",\n  \"property_id\": \"\",\n  \"property_postcode\": \"\",\n  \"action required\": \"\",\n  \"details\": \"\",\n  \"date\": \"\"\n}]"
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "executeOnce": true,
          "typeVersion": 1.6
        },
        {
          "id": "510dc73c-f267-41f3-a981-58f5bfc229a6",
          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            360,
            660
          ],
          "parameters": {
            "color": 5,
            "width": 302.6142384407349,
            "height": 86.00673806595168,
            "content": "### 💡I'm designed to work self-hosted!\nSome nodes in this workflow are only available to the self-hosted version of n8n."
          },
          "typeVersion": 1
        }
      ],
      "pinData": {},
      "connections": {
        "Get CSV Data": {
          "main": [
            [
              {
                "node": "Reconcile Rental Payments",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Set Variables": {
          "main": [
            [
              {
                "node": "Get Bank Statement File",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "Reconcile Rental Payments",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Get Tenant Details": {
          "ai_tool": [
            [
              {
                "node": "Reconcile Rental Payments",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Get Property Details": {
          "ai_tool": [
            [
              {
                "node": "Reconcile Rental Payments",
                "type": "ai_tool",
                "index": 0
              }
            ]
          ]
        },
        "Alert Actions To List": {
          "main": [
            [
              {
                "node": "Append To Spreadsheet",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Get Bank Statement File": {
          "main": [
            [
              {
                "node": "Get CSV Data",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Structured Output Parser": {
          "ai_outputParser": [
            [
              {
                "node": "Reconcile Rental Payments",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "Reconcile Rental Payments": {
          "main": [
            [
              {
                "node": "Alert Actions To List",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Watch For Bank Statements": {
          "main": [
            [
              {
                "node": "Set Variables",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 17,
      "nodeTypes": {
        "n8n-nodes-base.set": {
          "count": 1
        },
        "n8n-nodes-base.code": {
          "count": 1
        },
        "n8n-nodes-base.splitOut": {
          "count": 1
        },
        "n8n-nodes-base.stickyNote": {
          "count": 6
        },
        "n8n-nodes-base.readWriteFile": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "n8n-nodes-base.extractFromFile": {
          "count": 1
        },
        "n8n-nodes-base.localFileTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.toolCode": {
          "count": 2
        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.outputParserStructured": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "Jimleuk",
      "username": "jimleuk",
      "bio": "Founder @ Subworkflow.ai - the fastest way to build durable RAG applications.\n\nFreelance AI Automation Engineer based in London, UK. Since 2024, my n8n templates have documented my journey into applied AI and have helped hundreds of businesses and organisations get up to speed with AI automation. Today, I continue to explore use-cases as AI evolves and occasionally upload templates which I find novel and interesting.\n\nSubscribe to the RSS Feed: https://cdn.subworkflow.ai/n8n-templates/rss.xml",
      "verified": true,
      "links": [
        "https://linkedin.com/in/jimleuk"
      ],
      "avatar": "https://gravatar.com/avatar/4ab99e51473df76838beeaac908747f7928c625f869794815cabe34016967d51?r=pg&d=retro&size=200"
    },
    "nodes": [
      {
        "id": 38,
        "icon": "fa:pen",
        "name": "n8n-nodes-base.set",
        "codex": {
          "data": {
            "alias": [
              "Set",
              "JS",
              "JSON",
              "Filter",
              "Transform",
              "Map"
            ],
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/learn-to-automate-your-factorys-incident-reporting-a-step-by-step-guide/",
                  "icon": "🏭",
                  "label": "Learn to Automate Your Factory's Incident Reporting: A Step by Step Guide"
                },
                {
                  "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/automatically-pulling-and-visualizing-data-with-n8n/",
                  "icon": "📈",
                  "label": "Automatically pulling and visualizing data with n8n"
                },
                {
                  "url": "https://n8n.io/blog/database-monitoring-and-alerting-with-n8n/",
                  "icon": "📡",
                  "label": "Database Monitoring and Alerting 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"
                },
                {
                  "url": "https://n8n.io/blog/no-code-ecommerce-workflow-automations/",
                  "icon": "store",
                  "label": "6 e-commerce workflows to power up your Shopify s"
                },
                {
                  "url": "https://n8n.io/blog/how-to-build-a-low-code-self-hosted-url-shortener/",
                  "icon": "🔗",
                  "label": "How to build a low-code, self-hosted URL shortener in 3 steps"
                },
                {
                  "url": "https://n8n.io/blog/automate-your-data-processing-pipeline-in-9-steps-with-n8n/",
                  "icon": "⚙️",
                  "label": "Automate your data processing pipeline in 9 steps"
                },
                {
                  "url": "https://n8n.io/blog/how-to-get-started-with-crm-automation-and-no-code-workflow-ideas/",
                  "icon": "👥",
                  "label": "How to get started with CRM automation (with 3 no-code workflow ideas"
                },
                {
                  "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 "
                },
                {
                  "url": "https://n8n.io/blog/automate-google-apps-for-productivity/",
                  "icon": "💡",
                  "label": "15 Google apps you can combine and automate to increase productivity"
                },
                {
                  "url": "https://n8n.io/blog/how-uproc-scraped-a-multi-page-website-with-a-low-code-workflow/",
                  "icon": " 🕸️",
                  "label": "How uProc scraped a multi-page website with a low-code workflow"
                },
                {
                  "url": "https://n8n.io/blog/building-an-expense-tracking-app-in-10-minutes/",
                  "icon": "📱",
                  "label": "Building an expense tracking app in 10 minutes"
                },
                {
                  "url": "https://n8n.io/blog/the-ultimate-guide-to-automate-your-video-collaboration-with-whereby-mattermost-and-n8n/",
                  "icon": "📹",
                  "label": "The ultimate guide to automate your video collaboration with Whereby, Mattermost, and n8n"
                },
                {
                  "url": "https://n8n.io/blog/5-workflow-automations-for-mattermost-that-we-love-at-n8n/",
                  "icon": "🤖",
                  "label": "5 workflow automations for Mattermost that we love at n8n"
                },
                {
                  "url": "https://n8n.io/blog/learn-to-build-powerful-api-endpoints-using-webhooks/",
                  "icon": "🧰",
                  "label": "Learn to Build Powerful API Endpoints Using Webhooks"
                },
                {
                  "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"
                },
                {
                  "url": "https://n8n.io/blog/a-low-code-bitcoin-ticker-built-with-questdb-and-n8n-io/",
                  "icon": "📈",
                  "label": "A low-code bitcoin ticker built with QuestDB and n8n.io"
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                  "icon": "🎡",
                  "label": "How to set up a no-code CI/CD pipeline with GitHub and TravisCI"
                },
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                  "icon": "🎖",
                  "label": "Benefits of automation and n8n: An interview with HubSpot's Hugh Durkin"
                },
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                  "url": "https://n8n.io/blog/how-goomer-automated-their-operations-with-over-200-n8n-workflows/",
                  "icon": "🛵",
                  "label": "How Goomer automated their operations with over 200 n8n workflows"
                },
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
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              ],
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                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.set/"
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            "codexVersion": "1.0",
            "subcategories": {
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            }
          }
        },
        "group": "[\"input\"]",
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        },
        "iconData": {
          "icon": "pen",
          "type": "icon"
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        "displayName": "Edit Fields (Set)",
        "typeVersion": 3,
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            "name": "Core Nodes"
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        "id": 533,
        "icon": "fa:folder-open",
        "name": "n8n-nodes-base.localFileTrigger",
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            "alias": [
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              "Monitor"
            ],
            "resources": {
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                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.localfiletrigger/"
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            "codexVersion": "1.0",
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              "Core Nodes": [
                "Files",
                "Other Trigger Nodes"
              ]
            }
          }
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          "name": "Local File Trigger",
          "color": "#404040"
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          "type": "icon"
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              "Notes",
              "Sticky"
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            "name": "Development"
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            "name": "Core Nodes"
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        ]
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        "id": 1119,
        "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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              ]
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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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        "iconData": {
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            "name": "AI"
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          {
            "id": 26,
            "name": "Langchain"
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        ]
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        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
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              "Langchain"
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            "subcategories": {
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                "Root Nodes"
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              "Language Models": [
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              ]
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          }
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            "name": "AI"
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            "id": 26,
            "name": "Langchain"
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      },
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        "icon": "fa:code",
        "name": "@n8n/n8n-nodes-langchain.outputParserStructured",
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              "zod"
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            "resources": {
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                }
              ]
            },
            "categories": [
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            "subcategories": {
              "AI": [
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            }
          }
        },
        "group": "[\"transform\"]",
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        },
        "iconData": {
          "icon": "code",
          "type": "icon"
        },
        "displayName": "Structured Output Parser",
        "typeVersion": 1,
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            "name": "AI"
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            "name": "Langchain"
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                }
              ]
            },
            "categories": [
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            ],
            "subcategories": {
              "AI": [
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              ],
              "Tools": [
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              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Code Tool"
        },
        "iconData": {
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        "typeVersion": 1,
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            "name": "AI"
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            "name": "Langchain"
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        ]
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        "icon": "file:readWriteFile.svg",
        "name": "n8n-nodes-base.readWriteFile",
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              "File",
              "Text",
              "Open",
              "Import",
              "Save",
              "Export",
              "Disk",
              "Transfer"
            ],
            "resources": {
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              ]
            },
            "categories": [
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            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
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              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Read/Write Files from Disk"
        },
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        "displayName": "Read/Write Files from Disk",
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            "name": "Core Nodes"
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        ]
      },
      {
        "id": 1235,
        "icon": "file:extractFromFile.svg",
        "name": "n8n-nodes-base.extractFromFile",
        "codex": {
          "data": {
            "alias": [
              "CSV",
              "Spreadsheet",
              "Excel",
              "xls",
              "xlsx",
              "ods",
              "tabular",
              "decode",
              "decoding",
              "Move Binary Data",
              "Binary",
              "File",
              "PDF",
              "JSON",
              "HTML",
              "ICS",
              "iCal",
              "txt",
              "Text",
              "RTF",
              "XML",
              "64",
              "Base64",
              "Convert"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.extractfromfile/"
                }
              ]
            },
            "categories": [
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            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Files",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Extract from File"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Extract from File",
        "typeVersion": 1,
        "nodeCategories": [
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            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1239,
        "icon": "file:splitOut.svg",
        "name": "n8n-nodes-base.splitOut",
        "codex": {
          "data": {
            "alias": [
              "Split",
              "Nested",
              "Transform",
              "Array",
              "List",
              "Item"
            ],
            "details": "",
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.splitout/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Split Out"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Split Out",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 35,
        "name": "Document Extraction"
      },
      {
        "id": 49,
        "name": "AI Summarization"
      }
    ],
    "image": []
  }
}