{
  "name": "Ai agent to chat with files in Supabase Storage and Google Drive",
  "nodes": [
    {
      "id": "003915bb-a2e9-42b0-b81f-5bb5bf0c8cb4",
      "name": "Get All files",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1180,
        1280
      ]
    },
    {
      "id": "f46e056d-8311-4951-ad38-21759fabdaf7",
      "name": "Default Data Loader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        3500,
        1820
      ]
    },
    {
      "id": "3cfdcacb-d0ef-422b-9048-a64e5f0dac66",
      "name": "Recursive Character Text Splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        3520,
        1960
      ]
    },
    {
      "id": "3056ea0a-b788-43c7-a070-f40bd1ad3356",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        3320,
        1800
      ]
    },
    {
      "id": "e6ad8067-0468-440d-a322-2a3de8851431",
      "name": "Create File record2",
      "type": "n8n-nodes-base.supabase",
      "position": [
        3260,
        1620
      ]
    },
    {
      "id": "53ac0d69-d935-48a0-8fb8-5cc8f591dbb8",
      "name": "If",
      "type": "n8n-nodes-base.if",
      "position": [
        1500,
        1280
      ]
    },
    {
      "id": "f57e857a-094f-470c-ad27-9fc29466ab0e",
      "name": "Get All Files",
      "type": "n8n-nodes-base.supabase",
      "position": [
        800,
        1280
      ]
    },
    {
      "id": "4484ca47-6879-43b7-8879-261f409014e1",
      "name": "Download",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1660,
        1280
      ]
    },
    {
      "id": "f81d2f91-d665-4217-8955-a308ef2b37be",
      "name": "Loop Over Items",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        1340,
        1280
      ]
    },
    {
      "id": "8857a553-37aa-4ac2-ac4d-e5402849cb2e",
      "name": "When clicking ‘Test workflow’",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        620,
        1280
      ]
    },
    {
      "id": "e967af7e-43bd-47cb-8b04-eb431a82c93b",
      "name": "Aggregate",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        1000,
        1280
      ]
    },
    {
      "id": "8abdb8f6-e31d-48cf-8189-831adf7d4889",
      "name": "When chat message received",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        1420,
        300
      ]
    },
    {
      "id": "75cf7f9e-d8f6-4a7a-b464-d152fd025188",
      "name": "Insert into Supabase Vectorstore",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        3420,
        1620
      ]
    },
    {
      "id": "b3ceb557-53c6-4d19-ac97-c999ba87c7f5",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1120,
        1160
      ],
      "parameters": {
        "width": null,
        "height": 89.3775420487804,
        "content": "### Replace Storage name, database ID and credentials."
      }
    },
    {
      "id": "a81fe332-86ea-46aa-b140-ee5745f0b0e0",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        760,
        1160
      ],
      "parameters": {
        "width": null,
        "height": 80,
        "content": "### Replace credentials."
      }
    },
    {
      "id": "44070cd1-0f4d-48ea-8ce0-8d59f94133e7",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3260,
        1500
      ],
      "parameters": {
        "width": null,
        "height": 80,
        "content": "### Replace credentials."
      }
    },
    {
      "id": "3fed931d-69de-4c1b-a951-5e49c683f551",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1620,
        1160
      ],
      "parameters": {
        "width": null,
        "height": 89.3775420487804,
        "content": "### Replace Storage name, database ID and credentials."
      }
    },
    {
      "id": "d462978c-7ea3-4b92-a940-64756377c461",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3220,
        1940
      ],
      "parameters": {
        "width": null,
        "height": 80,
        "content": "### Replace credentials."
      }
    },
    {
      "id": "6f0a219d-4258-4982-b912-784a850ef308",
      "name": "Sticky Note5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2080,
        800
      ],
      "parameters": {
        "width": null,
        "height": 80,
        "content": "### Replace credentials."
      }
    },
    {
      "id": "469b3caf-c9a8-4f8b-a745-c672e2b1089f",
      "name": "Sticky Note7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        560,
        40
      ],
      "parameters": {
        "width": 636.2128494576581,
        "height": 497.1532689930921,
        "content": "![5min Logo](https://cflobdhpqwnoisuctsoc.supabase.co/storage/v1/object/public/my_storage/banner.png)\n## AI Agent To Chat With Files In Supabase Storage\n**Made by [Mark Shcherbakov](https://www.linked"
      }
    },
    {
      "id": "cb6664f2-0a05-4abb-818d-d72536b57bac",
      "name": "Sticky Note8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1360,
        40
      ],
      "parameters": {
        "width": 1112,
        "height": 890,
        "content": "## Scenario 2 - AI agent"
      }
    },
    {
      "id": "a825794d-e7f3-41ba-a113-8503ebaf2be7",
      "name": "Sticky Note10",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        540,
        1000
      ],
      "parameters": {
        "width": 3285,
        "height": 1139,
        "content": "## Scenario 1 - Flow for adding new files from Supabase storage"
      }
    },
    {
      "id": "1d44ef3b-b1d9-481c-8078-2f0d8d586247",
      "name": "AI Agent1",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        1960,
        260
      ]
    },
    {
      "id": "d1da58a8-e6c0-4a6d-aa53-88c223a97f0a",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        1880,
        480
      ]
    },
    {
      "id": "acb2de9b-a9fa-4934-9759-b84b067dc26a",
      "name": "Simple Memory",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        2020,
        480
      ]
    },
    {
      "id": "4d91a4e9-e381-485a-847e-50b5dcc43f6b",
      "name": "Embeddings OpenAI1",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        2160,
        660
      ]
    },
    {
      "id": "19b5a9a8-7407-4a1c-822f-3000b67da99b",
      "name": "Supabase Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        2160,
        500
      ]
    },
    {
      "id": "0b48a55c-9b47-4913-9aec-264d3932c533",
      "name": "File Created",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        600,
        2480
      ]
    },
    {
      "id": "fd7a9260-7d85-4129-bf2d-f7700781091b",
      "name": "Download File",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        1200,
        2580
      ]
    },
    {
      "id": "e17a7bc1-6483-439b-acb0-2b13f66466e5",
      "name": "File Updated",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        620,
        2660
      ]
    },
    {
      "id": "b0e5b639-cf0e-4289-8ce7-96e6fd1e831f",
      "name": "Delete Old Doc Rows",
      "type": "n8n-nodes-base.supabase",
      "position": [
        1020,
        2580
      ]
    },
    {
      "id": "c583b665-b756-4b8c-8150-34f559df9007",
      "name": "Set File ID",
      "type": "n8n-nodes-base.set",
      "position": [
        860,
        2580
      ]
    },
    {
      "id": "558473fe-cc06-41d8-ab06-cc6c03a8c40e",
      "name": "Create File record1",
      "type": "n8n-nodes-base.supabase",
      "position": [
        2380,
        2780
      ]
    },
    {
      "id": "87e490c4-f9cb-4821-a234-a9c9d2c93836",
      "name": "Default Data Loader1",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        2640,
        2980
      ]
    },
    {
      "id": "373efd3c-f7dd-4efc-a268-ed05d8b2e309",
      "name": "Embeddings OpenAI3",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "position": [
        2480,
        2960
      ]
    },
    {
      "id": "17daf2dd-1d4c-498e-8404-7cc371f81894",
      "name": "Recursive Character Text Splitter1",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        2660,
        3180
      ]
    },
    {
      "id": "afcfc728-9798-4703-998d-edc535eb859e",
      "name": "Insert into Supabase Vectorstore1",
      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
      "position": [
        2580,
        2780
      ]
    },
    {
      "id": "78e7d15c-5797-488c-b869-bb887878e930",
      "name": "Sticky Note11",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        540,
        2240
      ],
      "parameters": {
        "width": 2465,
        "height": 1139,
        "content": "## Scenario 3 - Flow for adding new files from Supabase storage"
      }
    },
    {
      "id": "f572511d-6374-4b0b-8907-9f6c82179feb",
      "name": "Edit Fields",
      "type": "n8n-nodes-base.set",
      "position": [
        1600,
        300
      ]
    },
    {
      "id": "be2de117-410c-49c2-b95c-45b4a0e036d6",
      "name": "Edit Fields1",
      "type": "n8n-nodes-base.set",
      "position": [
        1600,
        140
      ]
    },
    {
      "id": "ce8790a1-55a5-4583-8301-03bbde363ee2",
      "name": "Upload File",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2040,
        1280
      ]
    },
    {
      "id": "10b8cf52-4301-40a2-a27d-9952f1d3bcda",
      "name": "Get Processing Status",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2240,
        1280
      ]
    },
    {
      "id": "c0fc7854-1d04-492d-9541-389356333efd",
      "name": "Wait to stay within service limits",
      "type": "n8n-nodes-base.wait",
      "position": [
        2660,
        1040
      ]
    },
    {
      "id": "971b40d2-a320-4815-9ccc-27de52b58bbd",
      "name": "Is Job Ready?",
      "type": "n8n-nodes-base.switch",
      "position": [
        2420,
        1280
      ]
    },
    {
      "id": "c8f65cc5-e67a-47ae-b43a-fc065fb4900e",
      "name": "Stop and Error",
      "type": "n8n-nodes-base.stopAndError",
      "position": [
        2660,
        1300
      ]
    },
    {
      "id": "90658f0a-7236-493d-8dd0-fdad64196753",
      "name": "Get Parsed Data",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2660,
        1480
      ]
    },
    {
      "id": "810aad96-7677-4c27-b3b2-25106b70083a",
      "name": "Sticky Note12",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2060,
        1460
      ],
      "parameters": {
        "width": 280,
        "height": 80,
        "content": "### Add Llamaparse Header auth\nAuthorization: Bearer <api_key>"
      }
    },
    {
      "id": "a0fd62b8-219e-4eb7-b274-1344b0042fac",
      "name": "Merge",
      "type": "n8n-nodes-base.merge",
      "position": [
        1800,
        260
      ]
    },
    {
      "id": "e5356266-5e4a-41a2-8151-95f994435560",
      "name": "If1",
      "type": "n8n-nodes-base.if",
      "position": [
        1820,
        1280
      ]
    },
    {
      "id": "c04fa3f9-74c6-4c7c-ae2a-46a797db0e55",
      "name": "Set Text",
      "type": "n8n-nodes-base.set",
      "position": [
        2060,
        1600
      ]
    },
    {
      "id": "2f41ef18-6229-4d3c-9a3c-8b02ec3c60b2",
      "name": "Set Text1",
      "type": "n8n-nodes-base.set",
      "position": [
        2840,
        1480
      ]
    },
    {
      "id": "9c92b25b-7762-4465-878f-6568073ba521",
      "name": "Merge Text",
      "type": "n8n-nodes-base.merge",
      "position": [
        3060,
        1620
      ]
    },
    {
      "id": "4a523ad6-d74d-4207-8347-facc7f313fdd",
      "name": "Upload File1",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1380,
        2580
      ]
    },
    {
      "id": "c0a43e5e-ec2b-49f5-bbc0-cef914c68c4c",
      "name": "Get Processing Status1",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1580,
        2580
      ]
    },
    {
      "id": "68cc70a4-dba0-4ec9-8506-88bb20b37e87",
      "name": "Wait to stay within service limits1",
      "type": "n8n-nodes-base.wait",
      "position": [
        2000,
        2340
      ]
    },
    {
      "id": "aef3b805-166e-47a8-a81c-900f999ae045",
      "name": "Is Job Ready?1",
      "type": "n8n-nodes-base.switch",
      "position": [
        1760,
        2580
      ]
    },
    {
      "id": "5233be31-2ecf-4ddd-96e2-b0fd614f535f",
      "name": "Stop and Error1",
      "type": "n8n-nodes-base.stopAndError",
      "position": [
        2000,
        2600
      ]
    },
    {
      "id": "09283faa-4ab9-4d59-a610-3491d7f2daf8",
      "name": "Get Parsed Data1",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2000,
        2780
      ]
    },
    {
      "id": "5ef6959d-1eb4-49cd-9b19-3b0e1aaa0eb7",
      "name": "Sticky Note13",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1400,
        2760
      ],
      "parameters": {
        "width": 280,
        "height": 80,
        "content": "### Add Llamaparse Header auth\nAuthorization: Bearer <api_key>"
      }
    },
    {
      "id": "18fd1d0f-664e-4584-8154-794ca8aad768",
      "name": "Set Text3",
      "type": "n8n-nodes-base.set",
      "position": [
        2180,
        2780
      ]
    },
    {
      "id": "337b8593-8f5a-47b2-8b75-f5b3b4195fe8",
      "name": "Webhook",
      "type": "n8n-nodes-base.webhook",
      "position": [
        1420,
        140
      ]
    },
    {
      "id": "7911c133-f998-4efd-a9c8-9c52c8e545c4",
      "name": "Sticky Note14",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2380,
        2660
      ],
      "parameters": {
        "width": 480,
        "height": 80,
        "content": "### Replace credentials."
      }
    }
  ],
  "connections": {
    "If": {
      "main": [
        [
          {
            "node": "Download",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "If1": {
      "main": [
        [
          {
            "node": "Upload File",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Set Text",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Merge": {
      "main": [
        [
          {
            "node": "AI Agent1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Webhook": {
      "main": [
        [
          {
            "node": "Edit Fields1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Download": {
      "main": [
        [
          {
            "node": "If1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set Text": {
      "main": [
        [
          {
            "node": "Merge Text",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "Aggregate": {
      "main": [
        [
          {
            "node": "Get All files",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set Text1": {
      "main": [
        [
          {
            "node": "Merge Text",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set Text3": {
      "main": [
        [
          {
            "node": "Create File record1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Merge Text": {
      "main": [
        [
          {
            "node": "Create File record2",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Edit Fields": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 1
          }
        ]
      ]
    },
    "Set File ID": {
      "main": [
        [
          {
            "node": "Delete Old Doc Rows",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Upload File": {
      "main": [
        [
          {
            "node": "Get Processing Status",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Edit Fields1": {
      "main": [
        [
          {
            "node": "Merge",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "File Created": {
      "main": [
        [
          {
            "node": "Set File ID",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "File Updated": {
      "main": [
        [
          {
            "node": "Set File ID",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Upload File1": {
      "main": [
        [
          {
            "node": "Get Processing Status1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Download File": {
      "main": [
        [
          {
            "node": "Upload File1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get All Files": {
      "main": [
        [
          {
            "node": "Aggregate",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get All files": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Is Job Ready?": {
      "main": [
        [
          {
            "node": "Wait to stay within service limits",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Stop and Error",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Stop and Error",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Get Parsed Data",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Simple Memory": {
      "ai_memory": [
        [
          {
            "node": "AI Agent1",
            "type": "ai_memory",
            "index": 0
          }
        ]
      ]
    },
    "Is Job Ready?1": {
      "main": [
        [
          {
            "node": "Wait to stay within service limits1",
            "type": "main",
            "index": 0
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        ],
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            "node": "Stop and Error1",
            "type": "main",
            "index": 0
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        ],
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            "node": "Stop and Error1",
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            "index": 0
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          {
            "node": "Get Parsed Data1",
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    },
    "Get Parsed Data": {
      "main": [
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            "node": "Set Text1",
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    "Loop Over Items": {
      "main": [
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        [
          {
            "node": "If",
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      ]
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      "main": [
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          {
            "node": "Set Text3",
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    "Embeddings OpenAI": {
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            "node": "Insert into Supabase Vectorstore",
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            "node": "AI Agent1",
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    "Embeddings OpenAI1": {
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            "node": "Supabase Vector Store",
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    "Embeddings OpenAI3": {
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    "Create File record1": {
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    "Default Data Loader": {
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    "Delete Old Doc Rows": {
      "main": [
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            "node": "Download File",
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    "Default Data Loader1": {
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    "Supabase Vector Store": {
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            "node": "AI Agent1",
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    "When chat message received": {
      "main": [
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            "node": "Edit Fields",
            "type": "main",
            "index": 0
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    },
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            "node": "Loop Over Items",
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    },
    "Recursive Character Text Splitter": {
      "ai_textSplitter": [
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          {
            "node": "Default Data Loader",
            "type": "ai_textSplitter",
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    "When clicking ‘Test workflow’": {
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            "node": "Get All Files",
            "type": "main",
            "index": 0
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      ]
    },
    "Recursive Character Text Splitter1": {
      "ai_textSplitter": [
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            "node": "Default Data Loader1",
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          {
            "node": "Get Processing Status",
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            "index": 0
          }
        ]
      ]
    },
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      "main": [
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            "node": "Get Processing Status1",
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        ]
      ]
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  }
}