AI 스마트 어시스턴트: Supabase 스토리지 및 Google Drive 파일과 대화

• •HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
• •Supabase URL과 API Key
• •Google Drive API 인증 정보
• •대상 API의 인증 정보가 필요할 수 있음
• •OpenAI API Key

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        "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.linkedin.com/in/marklowcoding/) from community [5minAI](https://www.skool.com/5minai-2861)**\n\nManually retrieving and analyzing specific information from large document repositories is time-consuming and inefficient. This workflow automates the process by vectorizing documents and enabling AI-powered interactions, making it easy to query and retrieve context-based information from uploaded files.\n\nThe workflow integrates Supabase with an AI-powered chatbot to process, store, and query text and PDF files. The steps include:\n- Fetching and comparing files to avoid duplicate processing.\n- Handling file downloads and extracting content based on the file type.\n- Converting documents into vectorized data for contextual information retrieval.\n- Storing and querying vectorized data from a Supabase vector store.\n\n"
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              "renameOutput": true
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      "parameters": {
        "errorMessage": "Problem with Llamaparser. Error during parsing."
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      ],
      "parameters": {
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            "redirect": {}
          }
        },
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
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      "credentials": {
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                "singleValue": true
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              "leftValue": "={{ $json.data }}",
              "rightValue": ""
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      "typeVersion": 2.2
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              "name": "file",
              "parameterType": "formBinaryData",
              "inputDataFieldName": "data"
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        "genericAuthType": "httpHeaderAuth",
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              "renameOutput": true
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              "renameOutput": true
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            {
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                      "operation": "equals"
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                    "leftValue": "={{ $json.status }}",
                    "rightValue": "SUCCESS"
                  }
                ]
              },
              "renameOutput": true
            }
          ]
        },
        "options": {
          "allMatchingOutputs": true
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      "typeVersion": 3
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        2600
      ],
      "parameters": {
        "errorMessage": "Problem with Llamaparser. Error during parsing."
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      "typeVersion": 1
    },
    {
      "id": "09283faa-4ab9-4d59-a610-3491d7f2daf8",
      "name": "Get Parsed Data1",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2000,
        2780
      ],
      "parameters": {
        "url": "=https://api.cloud.llamaindex.ai/api/parsing/job/{{ $json.id }}/result/markdown",
        "options": {
          "redirect": {
            "redirect": {}
          }
        },
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "AkhbJSroTy15x6o9",
          "name": "Llama parse bqman"
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      "typeVersion": 4.2
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      "type": "n8n-nodes-base.stickyNote",
      "position": [
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        2760
      ],
      "parameters": {
        "width": 280,
        "height": 80,
        "content": "### Add Llamaparse Header auth\nAuthorization: Bearer <api_key>"
      },
      "typeVersion": 1
    },
    {
      "id": "18fd1d0f-664e-4584-8154-794ca8aad768",
      "name": "설정 Text3",
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      "position": [
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        2780
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "e9bbecd9-3d40-4a6a-9401-94daab15cde0",
              "name": "text",
              "type": "string",
              "value": "={{ $('Get Parsed Data1').item.json.markdown }}"
            }
          ]
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      "typeVersion": 3.4
    },
    {
      "id": "337b8593-8f5a-47b2-8b75-f5b3b4195fe8",
      "name": "Webhook 트리거",
      "type": "n8n-nodes-base.webhook",
      "position": [
        1420,
        140
      ],
      "webhookId": "05979e87-19bc-4e8b-adbb-7e04808f8b21",
      "parameters": {
        "path": "05979e87-19bc-4e8b-adbb-7e04808f8b21",
        "options": {},
        "httpMethod": "POST",
        "responseMode": "lastNode"
      },
      "typeVersion": 2
    },
    {
      "id": "7911c133-f998-4efd-a9c8-9c52c8e545c4",
      "name": "메모14",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2380,
        2660
      ],
      "parameters": {
        "width": 480,
        "height": 80,
        "content": "### Replace credentials."
      },
      "typeVersion": 1
    }
  ],
  "pinData": {},
  "connections": {
    "53ac0d69-d935-48a0-8fb8-5cc8f591dbb8": {
      "main": [
        [
          {
            "node": "4484ca47-6879-43b7-8879-261f409014e1",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "e5356266-5e4a-41a2-8151-95f994435560": {
      "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": "be2de117-410c-49c2-b95c-45b4a0e036d6",
            "type": "main",
            "index": 0
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