🤖🚚 GPT-4o と Open Route API ベースの配送注文管理 AI エージェント
上級
これはAI, IT Ops分野の自動化ワークフローで、26個のノードを含みます。主にSet, Wait, Gmail, HttpRequest, GmailTriggerなどのノードを使用、AI技術を活用したスマート自動化を実現。 🤖🚚 GPT-4oとOpen Route APIに基づく配送注文管理AIエージェント
前提条件
- •Googleアカウント + Gmail API認証情報
- •ターゲットAPIの認証情報が必要な場合あり
- •Google Sheets API認証情報
- •OpenAI API Key
使用ノード (26)
ワークフロープレビュー
ノード接続関係を可視化、ズームとパンをサポート
ワークフローをエクスポート
以下のJSON設定をn8nにインポートして、このワークフローを使用できます
{
"meta": {
"instanceId": ""
},
"nodes": [
{
"id": "f24429ab-1276-4655-a3ef-1fbbb6d80602",
"name": "Gmail Trigger",
"type": "n8n-nodes-base.gmailTrigger",
"position": [
20,
400
],
"parameters": {
"simple": false,
"filters": {},
"options": {
"downloadAttachments": false
},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
}
},
"notesInFlow": true,
"typeVersion": 1.2
},
{
"id": "62ced604-4de3-4a6d-bbfe-b1c2f985117f",
"name": "構造化出力パーサー",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
560,
560
],
"parameters": {
"jsonSchemaExample": "{\n \"shipment_number\": \"15487-PLO\",\n \"pickup_location\": \"Centre de Distribution Leclerc\",\n \"pickup_address\": \"77 Rue Albert Garry, 94450 Limeil-Brévannes\",\n \"expected_pickup_time\": \"24-09-2024, 09:00:00\",\n \"temperature_control\": \"Chilled\",\n \"quantity\": \"12 pallets\",\n \"destination_store_name\": \"E.Leclerc Store 124\",\n \"destination_address\": \"43-45 Quai Jules Guesde, 94405 Vitry-sur-Seine\",\n \"expected_delivery_time\": \"24-09-2024, 18:00:00\",\n \"sender_name\":\"Jacques Chirac\",\n \"sender_company\": \"RPR\"\n}\n\n"
},
"typeVersion": 1.2
},
{
"id": "767ee78a-d0ff-4399-bea1-4310aff116f7",
"name": "AIエージェントパーサー",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
320,
400
],
"parameters": {
"text": "=Here is an email from a customer requesting a shipment:\n\nSubject: {{ $json.subject }}\nBody: {{ $json.text }}\n\nPlease extract all the structured logistics data based on the format provided.",
"options": {
"systemMessage": "=You are a logistics assistant for a transportation company. \n\nYour job is to extract all structured data from shipping request emails sent by customers (typically retail chains like E.Leclerc). These emails contain information about the sender, shipment pickup and delivery details.\n\nReturn the result as a JSON object with the following fields:\n\n{\n \"shipment_number\": \"\",\n \"pickup_location\": \"\",\n \"pickup_address\": \"\",\n \"expected_pickup_time\": \"\",\n \"temperature_control\": \"\",\n \"quantity\": \"\",\n \"destination_store_name\": \"\",\n \"destination_address\": \"\",\n \"expected_delivery_time\": \"\",\n \"sender_name\": \"\",\n \"sender_company\": \"\"\n}\n\nOnly include values mentioned explicitly in the email. Do not infer or guess. If a field is missing, set its value to `null`.\n"
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.9
},
{
"id": "8a0c7eb8-322b-47c1-8547-2afe0370f3fc",
"name": "メール内容記録",
"type": "n8n-nodes-base.googleSheets",
"position": [
820,
440
],
"parameters": {
"columns": {
"value": {
"pickup_address": "={{ $json.output.pickup_address }}",
"pickup_location": "={{ $json.output.pickup_location }}",
"shipment_number": "={{ $json.output.shipment_number }}",
"destination_address": "={{ $json.output.destination_address }}",
"temperature_control": "={{ $json.output.temperature_control }}",
"expected_pickup_time": "={{ $json.output.expected_pickup_time }}",
"destination_store_name": "={{ $json.output.destination_store_name }}",
"expected_delivery_time": "={{ $json.output.expected_delivery_time}}"
},
"schema": [
{
"id": "shipment_number",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "shipment_number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_location",
"type": "string",
"display": true,
"required": false,
"displayName": "pickup_location",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_address",
"type": "string",
"display": true,
"required": false,
"displayName": "pickup_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_longitude",
"type": "string",
"display": true,
"required": false,
"displayName": "pickup_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_latitude",
"type": "string",
"display": true,
"required": false,
"displayName": "pickup_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_pickup_time",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "expected_pickup_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "temperature_control",
"type": "string",
"display": true,
"required": false,
"displayName": "temperature_control",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_store_name",
"type": "string",
"display": true,
"required": false,
"displayName": "destination_store_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_address",
"type": "string",
"display": true,
"required": false,
"displayName": "destination_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_longitude",
"type": "string",
"display": true,
"required": false,
"displayName": "destination_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_latitude",
"type": "string",
"display": true,
"required": false,
"displayName": "destination_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_delivery_time",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "expected_delivery_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_distance",
"type": "string",
"display": true,
"required": false,
"displayName": "driving_distance",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_time",
"type": "string",
"display": true,
"required": false,
"displayName": "driving_time",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"shipment_number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "b2c5c252-c464-4094-93c0-9c94ccd82b14",
"name": "住所収集",
"type": "n8n-nodes-base.googleSheets",
"position": [
820,
640
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ $json.output.shipment_number }}",
"lookupColumn": "shipment_number"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "ePnaAS4PG1sN2E50",
"name": "Google Sheets LogiGreenBot"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "840698a1-2f87-43d1-a6d3-27a107d4038b",
"name": "5秒",
"type": "n8n-nodes-base.wait",
"position": [
1700,
540
],
"webhookId": "6ecebf96-14ed-4c7b-b467-eb48c143408e",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "82cc284e-14a4-45de-a463-511e2a70e182",
"name": "Query Open Route API Pickup",
"type": "n8n-nodes-base.httpRequest",
"position": [
1040,
540
],
"parameters": {
"url": "https://api.openrouteservice.org/geocode/search",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"queryParameters": {
"parameters": [
{
"name": "api_key"
},
{
"name": "text",
"value": "={{ $json.pickup_address }}"
},
{
"name": "boundary.country",
"value": "=FR"
},
{
"name": "sources",
"value": "openstreetmap"
},
{
"name": "size",
"value": "1"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
},
{
"name": "Accept",
"value": "application/json, application/geo+json, application/gpx+xml, img/png; charset=utf-8"
}
]
}
},
"notesInFlow": true,
"typeVersion": 4.2
},
{
"id": "ba4f843c-f922-486d-944c-d9ea6655ccda",
"name": "ピックアップGPS保存",
"type": "n8n-nodes-base.googleSheets",
"position": [
1480,
540
],
"parameters": {
"columns": {
"value": {
"pickup_latitude": "={{ $json.latitude }}",
"shipment_number": "={{ $('AI Agent Parser').item.json.output.shipment_number }}",
"pickup_longitude": "={{ $json.longitude }}"
},
"schema": [
{
"id": "shipment_number",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "shipment_number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_location",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_location",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_longitude",
"type": "string",
"display": true,
"required": false,
"displayName": "pickup_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_latitude",
"type": "string",
"display": true,
"required": false,
"displayName": "pickup_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_pickup_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "expected_pickup_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "temperature_control",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "temperature_control",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_store_name",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_store_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_longitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_latitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_delivery_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "expected_delivery_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_distance",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "driving_distance",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "driving_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": true,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"shipment_number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "e87c8abb-34b4-41c2-8c4a-139248d41a20",
"name": "GPSピックアップ",
"type": "n8n-nodes-base.set",
"position": [
1260,
540
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "e4c92077-f294-4e49-8276-20d1441c0c2c",
"name": "longitude",
"type": "string",
"value": "={{ $json.features[0].geometry.coordinates[0] }}"
},
{
"id": "899e5304-e7a1-4ce1-bf9a-f403d74934fb",
"name": "latitude",
"type": "string",
"value": "={{ $json.features[0].geometry.coordinates[1] }}"
},
{
"id": "5b35642b-dda4-42b8-b7bb-1275616bfb59",
"name": "borough",
"type": "string",
"value": "={{ $json.features[0].properties.borough }}"
},
{
"id": "aa74bd9a-f543-48e1-a69b-0e6472bda053",
"name": "neighbourhood",
"type": "string",
"value": "={{ $json.features[0].properties.neighbourhood }}"
},
{
"id": "7f303dc8-4e28-4d46-8e3e-9db00dbcac3a",
"name": "localadmin",
"type": "string",
"value": "={{ $json.features[0].properties.localadmin }}"
}
]
}
},
"notesInFlow": true,
"typeVersion": 3.4
},
{
"id": "556c1a60-e086-47a2-bafe-2aa3646c7846",
"name": "Query Open Route API Delivery",
"type": "n8n-nodes-base.httpRequest",
"position": [
1040,
740
],
"parameters": {
"url": "https://api.openrouteservice.org/geocode/search",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"queryParameters": {
"parameters": [
{
"name": "api_key"
},
{
"name": "text",
"value": "={{ $json.destination_address }}"
},
{
"name": "boundary.country",
"value": "=FR"
},
{
"name": "sources",
"value": "openstreetmap"
},
{
"name": "size",
"value": "1"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
},
{
"name": "Accept",
"value": "application/json, application/geo+json, application/gpx+xml, img/png; charset=utf-8"
}
]
}
},
"notesInFlow": true,
"typeVersion": 4.2
},
{
"id": "dd81a2cb-fe60-4e3c-95c7-08b89b111ad8",
"name": "GPS配送",
"type": "n8n-nodes-base.set",
"position": [
1260,
740
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "e4c92077-f294-4e49-8276-20d1441c0c2c",
"name": "longitude",
"type": "string",
"value": "={{ $json.features[0].geometry.coordinates[0] }}"
},
{
"id": "899e5304-e7a1-4ce1-bf9a-f403d74934fb",
"name": "latitude",
"type": "string",
"value": "={{ $json.features[0].geometry.coordinates[1] }}"
},
{
"id": "5b35642b-dda4-42b8-b7bb-1275616bfb59",
"name": "borough",
"type": "string",
"value": "={{ $json.features[0].properties.borough }}"
},
{
"id": "aa74bd9a-f543-48e1-a69b-0e6472bda053",
"name": "neighbourhood",
"type": "string",
"value": "={{ $json.features[0].properties.neighbourhood }}"
},
{
"id": "7f303dc8-4e28-4d46-8e3e-9db00dbcac3a",
"name": "localadmin",
"type": "string",
"value": "={{ $json.features[0].properties.localadmin }}"
}
]
}
},
"notesInFlow": true,
"typeVersion": 3.4
},
{
"id": "652c3a8f-9e47-4386-a932-be99a94e72bd",
"name": "配送GPS保存",
"type": "n8n-nodes-base.googleSheets",
"position": [
1480,
740
],
"parameters": {
"columns": {
"value": {
"shipment_number": "={{ $('AI Agent Parser').item.json.output.shipment_number }}",
"destination_latitude": "={{ $json.latitude }}",
"destination_longitude": "={{ $json.longitude }}"
},
"schema": [
{
"id": "shipment_number",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "shipment_number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_location",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_location",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_longitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_latitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_pickup_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "expected_pickup_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "temperature_control",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "temperature_control",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_store_name",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_store_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_longitude",
"type": "string",
"display": true,
"required": false,
"displayName": "destination_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_latitude",
"type": "string",
"display": true,
"required": false,
"displayName": "destination_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_delivery_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "expected_delivery_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_distance",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "driving_distance",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "driving_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": true,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"shipment_number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "0d31ad24-c3b3-42bb-b98a-ad443005341a",
"name": "座標収集",
"type": "n8n-nodes-base.googleSheets",
"position": [
820,
940
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ $json.output.shipment_number }}",
"lookupColumn": "shipment_number"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "ePnaAS4PG1sN2E50",
"name": "Google Sheets LogiGreenBot"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "f813ecde-ea6e-4780-9bae-2be7e171419d",
"name": "Request Open Route API",
"type": "n8n-nodes-base.httpRequest",
"position": [
1040,
940
],
"parameters": {
"url": "https://api.openrouteservice.org/v2/directions/driving-hgv",
"options": {
"response": {
"response": {
"responseFormat": "json"
}
}
},
"sendQuery": true,
"sendHeaders": true,
"queryParameters": {
"parameters": [
{
"name": "api_key"
},
{
"name": "start",
"value": "={{ $json.pickup_longitude }}, {{ $json.pickup_latitude }}"
},
{
"name": "end",
"value": "={{ $json.destination_longitude }}, {{ $json.destination_latitude }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
},
{
"name": "Accept",
"value": "application/json, application/geo+json, application/gpx+xml, img/png; charset=utf-8"
}
]
}
},
"notesInFlow": true,
"typeVersion": 4.2
},
{
"id": "f9fb4321-398f-439e-832a-531245cad968",
"name": "結果保存",
"type": "n8n-nodes-base.googleSheets",
"position": [
1480,
940
],
"parameters": {
"columns": {
"value": {
"driving_time": "={{ $json.duration }}",
"shipment_number": "={{ $('AI Agent Parser').item.json.output.shipment_number }}",
"driving_distance": "={{ $json.distance }}"
},
"schema": [
{
"id": "shipment_number",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "shipment_number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_location",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_location",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_longitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "pickup_latitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "pickup_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_pickup_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "expected_pickup_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "temperature_control",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "temperature_control",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_store_name",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_store_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_longitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_longitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "destination_latitude",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "destination_latitude",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "expected_delivery_time",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "expected_delivery_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_distance",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "driving_distance",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "driving_time",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "driving_time",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": true,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"shipment_number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "17wbroY0w6xmw8AT-p2c_n1WbHzmfesz6d1DJbp39fn8",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "ePnaAS4PG1sN2E50",
"name": "Google Sheets LogiGreenBot"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "ac878430-fe68-42ee-9b0b-20ad9a245d9b",
"name": "出荷情報収集",
"type": "n8n-nodes-base.googleSheets",
"position": [
800,
1520
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ $json.output.shipment_number }}",
"lookupColumn": "shipment_number"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "21631974-c8a7-4b0c-a19b-3edcf2682200",
"name": "走行時間と距離",
"type": "n8n-nodes-base.set",
"position": [
1260,
940
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "4d0acd1a-c049-4353-9fb7-8eb08c138b9c",
"name": "distance",
"type": "string",
"value": "={{ ($json.features[0].properties.segments[0].distance.round()/1000).toFixed(2) }}"
},
{
"id": "2a6ff46a-f620-4dad-a60a-018b8add76d5",
"name": "duration",
"type": "string",
"value": "={{ ($json.features[0].properties.segments[0].duration/60).toFixed(2) }}"
},
{
"id": "de20932f-4eb5-4372-ad6d-64679df104cb",
"name": "n_steps",
"type": "number",
"value": "={{ $json.features[0].properties.segments[0].steps.length }}"
}
]
}
},
"notesInFlow": true,
"typeVersion": 3.4
},
{
"id": "aad7e5f3-5eae-4be1-beb5-e57f7723086f",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
940,
1660
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"typeVersion": 1.2
},
{
"id": "a73dfa1c-4f4e-4cab-950d-91021fc28c5d",
"name": "AIエージェント返信",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1000,
1520
],
"parameters": {
"text": "=Here is the output:\n\n- Shipment Number: {{ $json.shipment_number }}\n- Pickup Location: {{ $json.pickup_location }}\n- Pickup Address: {{ $json.pickup_address }} \n- Expected Pickup Time: {{ $json.expected_pickup_time }} \n- Temperature Control: {{ $json.temperature_control }} \n- Destination: {{ $json.destination_store_name }} \n- Destination Address: {{ $json.destination_address }}\n- Expected Delivery Time: {{ $json.expected_delivery_time }} \n- Driving Distance: {{ $json.driving_distance }} km\n- Estimated Transit Time: {{ $json.driving_time }} min\n- Contact Name: {{ $('AI Agent Parser').item.json.output.sender_name }}\n- Contact Company: {{ $('AI Agent Parser').item.json.output.sender_company }}\n",
"options": {
"systemMessage": "=You are a logistics assistant working for a transportation company. Your job is to write polite and professional response confirming shipment planification to retail customers.\n\nYour tone should be clear, efficient, and customer-friendly. Keep it concise and formal.\n\nThe confirmation must repeat the key shipment details to avoid confusion and should reassure the customer that the transport has been scheduled.\n\nDo not invent details — only use the provided data. The email must be in **English**.\n\n⚠️ Always format the result in **HTML**, not plain text or Markdown. Use proper HTML tags like `<p>`, `<strong>`, `<br>`, and `<ul><li>` where needed.\n\nYou do not need to add a subject, just the body.\n\nAbout you\n[Name]: LogiGreen Bot\n[Position]: Transportation Planner\n[Company]: LogiGreen Transportation\n[Contact]: logigreenbot@gmail.com\n\n"
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "4d83c51c-b124-4732-9757-6b5490002425",
"name": "返信",
"type": "n8n-nodes-base.gmail",
"position": [
1340,
1520
],
"webhookId": "2b6b8447-1f25-4ceb-8c5f-e14f6b6f425a",
"parameters": {
"message": "={{ $json.output }}",
"options": {},
"messageId": "={{ $('Gmail Trigger').item.json.id }}",
"operation": "reply"
},
"notesInFlow": true,
"typeVersion": 2.1
},
{
"id": "958e7446-0078-4823-a696-eca00fa6c3fb",
"name": "付箋",
"type": "n8n-nodes-base.stickyNote",
"position": [
780,
0
],
"parameters": {
"color": 7,
"width": 1040,
"height": 1100,
"content": "### 3. Record Shipment Request Information and fetch distance and driving time using Open Route API\nThis starts by recording all the information parsed by the AI node. Then, we use the **Open Route API** to complete with **geocoding data** *(GPS Coordinates)* that will be used to fetch **driving distance and time**.\n\n#### How to setup?\n- **Setup API Credentials**\n 1. Get your free API key: [Open Route API Documentation](https://openrouteservice.org/dev/#/api-docs)\n 2. Fill the API key in the HTTP request node\n 3. Select the driving mode (**driving-car**: individual truck) or (**driving-hgv**: commercial truck)\n- **Load records in the Google Sheet Node**:\n 1. Add your Google Sheet API credentials to access the Google Sheet file\n 2. Select the file using the list, an URL or an ID\n 3. Select the sheet in which you want to record your working sessions\n 4. Map the fields: **shipment_number**, **pickup_location**, **pickup_address**, **pickup_longitude**, **pickup_latitude**, **expected_pickup_time**,\t**temperature_control**, **destination_store_name**, **destination_address**, **destination_longitude**, **destination_latitude**, **expected_delivery_time**, **driving_distance**, **driving_time**\t\t\t\t\t\t\t\t\t\t\t\t\t\n [Learn more about the Google Sheet Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googlesheets)\n\nLongitudes, latitudes, distance and time will be fetched from the **Open Route API**.\n"
},
"typeVersion": 1
},
{
"id": "1ef6e4fd-67a2-4d07-a6a8-294456fc3fad",
"name": "付箋1",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
0
],
"parameters": {
"color": 7,
"width": 180,
"height": 700,
"content": "### 1. Workflow Trigger with Gmail Trigger\nThe workflow is triggered by a new email received in your Gmail mailbox dedicated to process **shipment request**.\n\n#### How to setup?\n- **Gmail Trigger Node:** set up your Gmail API credentials\n[Learn more about the Gmail Trigger Node](https://docs.n8n.io/integrations/builtin/trigger-nodes/n8n-nodes-base.gmailtrigger)\n"
},
"typeVersion": 1
},
{
"id": "c470fc5f-b74b-4b3f-b9bd-6e52220f9159",
"name": "付箋2",
"type": "n8n-nodes-base.stickyNote",
"position": [
200,
0
],
"parameters": {
"color": 7,
"width": 560,
"height": 700,
"content": "### 2. AI Agent to parse shipment information from email\nThis node will analyze the content of the email to extract information about the **sender** *(name, company)* and the **shipment** *(departure, arrival, timing and locations)*.\n\n#### How to setup?\n- **AI Agent with the Chat Model**:\n 1. Add a **chat model** with the required credentials *(Example: Open AI 4o-mini)*\n 2. Adapt the system prompt to the format of emails you expect to receive *(type of information included)*\n [Learn more about the AI Agent Node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent)\n"
},
"typeVersion": 1
},
{
"id": "80ed9218-8c59-4b1b-b3a6-f97f2ece11c8",
"name": "OpenAI Chat Model2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
240,
560
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"typeVersion": 1.2
},
{
"id": "30592283-3d1e-4f41-b18f-55e4dd87457e",
"name": "付箋3",
"type": "n8n-nodes-base.stickyNote",
"position": [
780,
1120
],
"parameters": {
"color": 7,
"width": 680,
"height": 720,
"content": "### 4. Reply with a confirmation of shipment allocation\nWe first collect all the information from the **Google Sheets** that will be used by the AI Agent to generate a reply by email.\n#### How to setup?\n- **Load records in the Google Sheet Node**:\n 1. Add your Google Sheet API credentials to access the Google Sheet file\n 2. Select the file using the list, an URL or an ID\n 3. Select the sheet in which you want to record your working sessions\t\t\t\t\t\t\t\t\t\t\t\n [Learn more about the Google Sheet Node](https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.googlesheets)\n- **AI Agent with the Chat Model**:\n 1. Add a **chat model** with the required credentials *(Example: Open AI 4o-mini)*\n 2. Adapt the system prompt with your company information **(name, contact, position)**\n [Learn more about the AI Agent Node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent)\n\n"
},
"typeVersion": 1
},
{
"id": "7cce6421-6771-4cdf-a8aa-6454c6a4e27f",
"name": "付箋4",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
720
],
"parameters": {
"width": 580,
"height": 380,
"content": "### [Check the Tutorial](https://youtu.be/0InkUBOUMQQ)\n"
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
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"type": "main",
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},
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},
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}
]
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},
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"ai_languageModel": [
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"type": "ai_languageModel",
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},
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"ai_outputParser": [
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"type": "ai_outputParser",
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"82cc284e-14a4-45de-a463-511e2a70e182": {
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[
{
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},
"ac878430-fe68-42ee-9b0b-20ad9a245d9b": {
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"556c1a60-e086-47a2-bafe-2aa3646c7846": {
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}
}
}よくある質問
このワークフローの使い方は？
上記のJSON設定コードをコピーし、n8nインスタンスで新しいワークフローを作成して「JSONからインポート」を選択、設定を貼り付けて認証情報を必要に応じて変更してください。
このワークフローはどんな場面に適していますか？
上級 - 人工知能, IT運用
有料ですか？
このワークフローは完全無料です。ただし、ワークフローで使用するサードパーティサービス（OpenAI APIなど）は別途料金が発生する場合があります。
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104 ノードPeter Joslyn
サポート
🉑Google翻訳とGPT-4oを使用して言語学習Ankiフラッシュカードを生成
🉑 Google TranslateとGPT-4oを使用して言語学習Ankiフラッシュカードを生成
If
Set
Merge
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21 ノードSamir Saci
その他
AI、ElevenLabs、PIAPI Shotstack / Creatomate を使用して動画を作成し、YouTube に投稿
AI、ElevenLabs、PIAPI Shotstack/Creatomate を使用して動画を生成し、YouTube に投稿
If
Set
Code
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Code
79 ノードImmanuel
人工知能
ワークフロー情報
難易度
上級
ノード数26
カテゴリー2
ノードタイプ10
作成者
Samir Saci
@samirsaciAutomation, AI and Analytics for Supply Chain & Business Optimization Helping businesses streamline operations using n8n, AI agents, and data science to enhance efficiency and sustainability. Linkedin: www.linkedin.com/in/samir-saci
外部リンク
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