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财务 OCR V1.3

高级

这是一个Invoice Processing, AI Summarization领域的自动化工作流,包含 18 个节点。主要使用 Set, Airtable, GoogleDrive, SplitInBatches, Agent 等节点。 使用 Nanonets OCR 和 Command-R 从 Google Drive 到 Airtable 的发票数据提取自动化

前置要求
  • Airtable API Key
  • Google Drive API 凭证
  • OpenAI API Key
工作流预览
可视化展示节点连接关系,支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入,即可使用此工作流
{
  "id": "kGkBDcAuzlqqWeWP",
  "meta": {
    "instanceId": "e21631593c665e575c87e460dd8681c44b1aaa7afc3347cf8214a1b5119341f4",
    "templateCredsSetupCompleted": true
  },
  "name": "fin_ocr_V1.3",
  "tags": [],
  "nodes": [
    {
      "id": "520e70c0-0a88-4837-95bd-dfc7a62f6b57",
      "name": "下载文件",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        288,
        144
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $json.id }}"
        },
        "options": {
          "binaryPropertyName": "data"
        },
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "3EQaD4AKrYvv4hHb",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "71c96b1b-91fb-4b15-b9e6-eafe713d34f5",
      "name": "移动失败",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        1696,
        208
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $('file name & ID').first().json.fileId }}"
        },
        "driveId": {
          "__rl": true,
          "mode": "list",
          "value": "My Drive",
          "cachedResultUrl": "https://drive.google.com/drive/my-drive",
          "cachedResultName": "My Drive"
        },
        "folderId": {
          "__rl": true,
          "mode": "list",
          "value": "1lhpEYJrR0ZpQ6yjsf_fa6Ob5X7Ms28ED",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1lhpEYJrR0ZpQ6yjsf_fa6Ob5X7Ms28ED",
          "cachedResultName": "fin_ocr_failed"
        },
        "operation": "move"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "3EQaD4AKrYvv4hHb",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "7f2ee535-6f0c-433a-a08d-daf53dc58ee9",
      "name": "移动成功",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        1872,
        304
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $('file name & ID').first().json.fileId }}"
        },
        "driveId": {
          "__rl": true,
          "mode": "list",
          "value": "My Drive",
          "cachedResultUrl": "https://drive.google.com/drive/my-drive",
          "cachedResultName": "My Drive"
        },
        "folderId": {
          "__rl": true,
          "mode": "list",
          "value": "1nZDoVJjKTITGSmb8BMu09TtHX8QGUkhr",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1nZDoVJjKTITGSmb8BMu09TtHX8QGUkhr",
          "cachedResultName": "fin_ocr_done"
        },
        "operation": "move"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "3EQaD4AKrYvv4hHb",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "1623bb25-f453-4e64-8ba9-3d8357c1a905",
      "name": "遍历项目",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        -160,
        272
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "8a20d5de-c6d6-40e1-be01-5e00c7340010",
      "name": "文件名和 ID",
      "type": "n8n-nodes-base.set",
      "position": [
        64,
        144
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "2c6afd48-9425-4c53-aecc-02ddad6a80e0",
              "name": "fileId",
              "type": "string",
              "value": "={{ $json.id }}"
            },
            {
              "id": "0294a252-d8ea-4796-9a37-f88d27ac78f9",
              "name": "orfilename",
              "type": "string",
              "value": "={{ $json.originalFilename }}"
            }
          ]
        },
        "includeOtherFields": true
      },
      "typeVersion": 3.4
    },
    {
      "id": "b96ff546-abe2-4bf7-b8fd-67f29170a647",
      "name": "完成!",
      "type": "n8n-nodes-base.noOp",
      "position": [
        64,
        -48
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "a5b9cc98-fb3e-4faf-84e9-37cdd5b3fd91",
      "name": "AI Agent-OCR",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "onError": "continueErrorOutput",
      "position": [
        512,
        144
      ],
      "parameters": {
        "text": "=Extract the full text as output from the document as if you were reading it. Return the tables in html format. Return the equations in LaTeX representation.",
        "options": {
          "systemMessage": "You are a helpful assistant."
        },
        "promptType": "define",
        "needsFallback": true
      },
      "retryOnFail": true,
      "typeVersion": 2.2
    },
    {
      "id": "d27bfe6f-619d-49f6-a965-60dcac00c3d9",
      "name": "数据清理器",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "onError": "continueErrorOutput",
      "position": [
        864,
        80
      ],
      "parameters": {
        "modelId": {
          "__rl": true,
          "mode": "id",
          "value": "command-r7b:7b-12-2024-q8_0"
        },
        "options": {},
        "messages": {
          "values": [
            {
              "content": "=You are an expert financial data entry agent.\n\nYour input data will be a JSON object or text containing Optical character recognition (OCR) of an invoice data. It may contain missing fields, extra fields, or inconsistent formatting.\n\nYour task is to:\n1. Extract data from the input into a strictly valid JSON object using the following schema:\n{\n  \"InvoiceNumber\": \"\",\n  \"IssueDate\": \"\",\n  \"SupplierName\": \"\",\n  \"TotalAmount\": \"\",\n  \"Currency\": \"\",\n  \"Address\": \"\",\n  \"LineItems\": [\n    {\n      \"Description\": \"\",\n      \"Quantity\": \"\",\n      \"UnitPrice\": \"\",\n      \"VATRate\": \"\",\n      \"VATAmount\": \"\",\n      \"LineTotal\": \"\"\n    }\n  ]\n}\n2. Remove any fields not included above.\n3. If a value is missing or ambiguous, set it to null.\n4. Format \"LineItems\" as a list of dictionaries with the specified keys, and ensure all line item fields are present.\n5. Output only the sanitized, strictly valid Airtable-ready JSON object. Do not include any explanation or extra text.\n\nabout the Number fields (\"TotalAmount\", and all numeric fields in \"LineItems\"):\n1. All number fields must be formatted as valid JSON numbers (e.g., 17000, 1210.50) or be set to null.\n2. You MUST remove all currency symbols (e.g., \"$\", \"€\").\n3. You MUST remove all thousands separators (e.g., \",\").\n4. Ensure any decimal separator is a period \".\" (e.g., convert \"12,50\" to 12.50).\n5. For example: convert \"€17,000\" to 17000. Convert \"1.210,50\" to 1210.50.\n\nCritical: the fields MUST be filled JUST from the input data.\nInput:\n{{ $json.output }}"
            }
          ]
        },
        "jsonOutput": true
      },
      "credentials": {
        "openAiApi": {
          "id": "RvORsIVRZ98wrTDU",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "39ed5668-cf2b-4f76-8cb6-0f3ea0231059",
      "name": "OCR 文件夹",
      "type": "n8n-nodes-base.googleDriveTrigger",
      "position": [
        -464,
        272
      ],
      "parameters": {
        "event": "fileCreated",
        "options": {
          "fileType": "all"
        },
        "pollTimes": {
          "item": [
            {
              "mode": "everyMinute"
            }
          ]
        },
        "triggerOn": "specificFolder",
        "folderToWatch": {
          "__rl": true,
          "mode": "list",
          "value": "1Zld3XYxC1kYYm_rMla3tuqeZsAaol9DS",
          "cachedResultUrl": "https://drive.google.com/drive/folders/1Zld3XYxC1kYYm_rMla3tuqeZsAaol9DS",
          "cachedResultName": "fin_ocr"
        }
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "3EQaD4AKrYvv4hHb",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "b803e5e5-68e1-45b7-9474-3eb5bb7d0626",
      "name": "AirTable - 创建记录1",
      "type": "n8n-nodes-base.airtable",
      "position": [
        1312,
        304
      ],
      "parameters": {
        "base": {
          "__rl": true,
          "mode": "list",
          "value": "apptHu8glutmVeMb5",
          "cachedResultUrl": "https://airtable.com/apptHu8glutmVeMb5",
          "cachedResultName": "ocr_base"
        },
        "table": {
          "__rl": true,
          "mode": "list",
          "value": "tbln2iu3xlqtI0WUH",
          "cachedResultUrl": "https://airtable.com/apptHu8glutmVeMb5/tbln2iu3xlqtI0WUH",
          "cachedResultName": "Invoices"
        },
        "columns": {
          "value": {
            "FileID": "={{ $('file name & ID').item.json.id }}",
            "Address": "={{ $json.message.content.Address }}",
            "Currency": "={{ $json.message.content.Currency }}",
            "FileName": "={{ $('file name & ID').item.json.name }}",
            "IssueDate": "={{ DateTime.fromFormat($json.message.content.IssueDate, 'dd/MM/yy').toISODate() }}",
            "LineItems": "={{ $json.message.content.LineItems }}",
            "TotalAmount": "={{ $json.message.content.TotalAmount }}",
            "SupplierName": "={{ $json.message.content.SupplierName }}",
            "InvoiceNumber": "={{ $json.message.content.InvoiceNumber }}"
          },
          "schema": [
            {
              "id": "itemID",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "itemID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "InvoiceNumber",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "InvoiceNumber",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "IssueDate",
              "type": "dateTime",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "IssueDate",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "SupplierName",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "SupplierName",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "TotalAmount",
              "type": "number",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "TotalAmount",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Currency",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Currency",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Address",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "Address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "LineItems",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "LineItems",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "FileName",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "FileName",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "FileID",
              "type": "string",
              "display": true,
              "removed": false,
              "readOnly": false,
              "required": false,
              "displayName": "FileID",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "id"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {
          "typecast": true
        },
        "operation": "create"
      },
      "credentials": {
        "airtableTokenApi": {
          "id": "YrTFaDnz1wrlC7rU",
          "name": "Airtable Personal Access Token account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "0443a7f6-67da-4536-b980-082b48432d05",
      "name": "便签",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1216,
        -112
      ],
      "parameters": {
        "color": 6,
        "width": 560,
        "height": 640,
        "content": "## 🚀 欢迎使用:OCR 到 Airtable 流水线"
      },
      "typeVersion": 1
    },
    {
      "id": "9972fd7b-b812-4e10-a044-1c6d88ca3f92",
      "name": "便签 1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -592,
        -16
      ],
      "parameters": {
        "width": 352,
        "height": 448,
        "content": "## 1. 配置 \"新文件\" 触发器"
      },
      "typeVersion": 1
    },
    {
      "id": "f781ba6c-36cb-4158-9fa3-195e7d18d28a",
      "name": "OpenAI 聊天模型",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        544,
        512
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "id",
          "value": "=benhaotang/Nanonets-OCR-s:F16"
        },
        "options": {
          "responseFormat": "text"
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "RvORsIVRZ98wrTDU",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "484cc002-53bb-42ea-a54d-f6c75d6e06e7",
      "name": "便签 2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        336,
        464
      ],
      "parameters": {
        "color": 5,
        "width": 496,
        "height": 480,
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "eccbea42-cfd1-4a0b-9cc8-437813e4992b",
      "name": "便签 3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        784,
        -256
      ],
      "parameters": {
        "color": 2,
        "width": 416,
        "height": 448,
        "content": "## 3. 配置数据清理 AI"
      },
      "typeVersion": 1
    },
    {
      "id": "8db3ef29-185f-4ff6-a1bf-3b123eef61c6",
      "name": "便签 4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1104,
        288
      ],
      "parameters": {
        "color": 6,
        "width": 496,
        "height": 560,
        "content": ""
      },
      "typeVersion": 1
    },
    {
      "id": "27a3770b-391f-4688-89bd-19aca6b307ec",
      "name": "便签 5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1632,
        -48
      ],
      "parameters": {
        "color": 7,
        "width": 496,
        "height": 496,
        "content": "## 5. 配置 \"完成\" 和 \"失败\" 文件夹"
      },
      "typeVersion": 1
    },
    {
      "id": "ddfbafad-d739-4e26-b0f3-27ef4ccbeebd",
      "name": "便签6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -80,
        -240
      ],
      "parameters": {
        "color": 4,
        "width": 464,
        "height": 320,
        "content": "## 6.✅ 全部完成!"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "7c309cda-f010-4b55-b1f2-7cea8dfb865d",
  "connections": {
    "OCR folder": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Move failed": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "AI Agent-OCR": {
      "main": [
        [
          {
            "node": "Data Cleaner",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Move failed",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Data Cleaner": {
      "main": [
        [
          {
            "node": "AirTable - Create a record1",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Move failed",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Download file": {
      "main": [
        [
          {
            "node": "AI Agent-OCR",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "file name & ID": {
      "main": [
        [
          {
            "node": "Download file",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Loop Over Items": {
      "main": [
        [
          {
            "node": "Done!",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "file name & ID",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Move successful": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "AI Agent-OCR",
            "type": "ai_languageModel",
            "index": 0
          },
          {
            "node": "AI Agent-OCR",
            "type": "ai_languageModel",
            "index": 1
          }
        ]
      ]
    },
    "AirTable - Create a record1": {
      "main": [
        [
          {
            "node": "Move successful",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
常见问题

如何使用这个工作流?

复制上方的 JSON 配置代码,在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」,粘贴配置后根据需要修改凭证设置即可。

这个工作流适合什么场景?

高级 - 发票处理, AI 摘要总结

需要付费吗?

本工作流完全免费,您可以直接导入使用。但请注意,工作流中使用的第三方服务(如 OpenAI API)可能需要您自行付费。

工作流信息
难度等级
高级
节点数量18
分类2
节点类型10
难度说明

适合高级用户,包含 16+ 个节点的复杂工作流

作者

Hi! 👋 I'm Ehsan , a BI & Data Analyst and AI Specialist with a passion for automation! 🤖 I use n8n , Python , and SQL to build powerful data pipelines and turn complex data into real-world insights.

外部链接
在 n8n.io 查看

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