๐ค๐ GPT-4o์ ์คํ ๋ผ์ดํธ API๋ฅผ ๊ธฐ๋ฐ์ผ๋ก ํ ์ด์ก ์ฃผ๋ฌธ ๊ด๋ฆฌ AI ๋๋ฆฌ์ธ
๊ณ ๊ธ
์ด๊ฒ์AI, IT Ops๋ถ์ผ์์๋ํ ์ํฌํ๋ก์ฐ๋ก, 26๊ฐ์ ๋ ธ๋๋ฅผ ํฌํจํฉ๋๋ค.์ฃผ๋ก Set, Wait, Gmail, HttpRequest, GmailTrigger ๋ฑ์ ๋ ธ๋๋ฅผ ์ฌ์ฉํ๋ฉฐ์ธ๊ณต์ง๋ฅ ๊ธฐ์ ์ ๊ฒฐํฉํ์ฌ ์ค๋งํธ ์๋ํ๋ฅผ ๊ตฌํํฉ๋๋ค. ๐ค๐ GPT-4o์ ์คํ ๋ผ์ดํธ API๋ฅผ ๊ธฐ๋ฐ์ผ๋ก ํ ์ด์ก ์ฃผ๋ฌธ ๊ด๋ฆฌ AI ๋๋ฆฌ์ธ
์ฌ์ ์๊ตฌ์ฌํญ
- โขGoogle ๊ณ์ ๋ฐ Gmail API ์ธ์ฆ ์ ๋ณด
- โข๋์ API์ ์ธ์ฆ ์ ๋ณด๊ฐ ํ์ํ ์ ์์
- โขGoogle Sheets API ์ธ์ฆ ์ ๋ณด
- โขOpenAI API Key
์ฌ์ฉ๋ ๋ ธ๋ (26)
์นดํ ๊ณ ๋ฆฌ
์ํฌํ๋ก์ฐ ๋ฏธ๋ฆฌ๋ณด๊ธฐ
๋
ธ๋ ์ฐ๊ฒฐ ๊ด๊ณ๋ฅผ ์๊ฐ์ ์ผ๋ก ํ์ํ๋ฉฐ, ํ๋/์ถ์ ๋ฐ ์ด๋์ ์ง์ํฉ๋๋ค
์ํฌํ๋ก์ฐ ๋ด๋ณด๋ด๊ธฐ
๋ค์ JSON ๊ตฌ์ฑ์ ๋ณต์ฌํ์ฌ n8n์ ๊ฐ์ ธ์ค๋ฉด ์ด ์ํฌํ๋ก์ฐ๋ฅผ ์ฌ์ฉํ ์ ์์ต๋๋ค
{
"meta": {
"instanceId": ""
},
"nodes": [
{
"id": "f24429ab-1276-4655-a3ef-1fbbb6d80602",
"name": "Gmail ํธ๋ฆฌ๊ฑฐ",
"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": "๊ตฌ์กฐํ๋ ์ถ๋ ฅ ํ์",
"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-Brรฉvannes\",\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 ์์ด์ ํธ ํ์",
"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": "์ด๋ฉ์ผ ๋ด์ฉ ๊ธฐ๋ก",
"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": "์ฃผ์ ์์ง",
"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": "5์ด",
"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": "Open Route API ํฝ์
์กฐํ",
"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": "ํฝ์
GPS ์ ์ฅ",
"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 ํฝ์
",
"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": "Open Route API ๋ฐฐ์ก ์กฐํ",
"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 ๋ฐฐ์ก",
"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": "๋ฐฐ์ก GPS ์ ์ฅ",
"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
},
{
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"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": "์ขํ ์์ง",
"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": "Open Route API ์์ฒญ",
"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": "๊ฒฐ๊ณผ ์ ์ฅ",
"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": "์ด์ก ์ ๋ณด ์์ง",
"type": "n8n-nodes-base.googleSheets",
"position": [
800,
1520
],
"parameters": {
"options": {},
"filtersUI": {
"values": [
{
"lookupValue": "={{ $json.output.shipment_number }}",
"lookupColumn": "shipment_number"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Orders"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "",
"cachedResultName": "Transportation Orders"
}
},
"notesInFlow": true,
"typeVersion": 4.6
},
{
"id": "21631974-c8a7-4b0c-a19b-3edcf2682200",
"name": "์ฃผํ ์๊ฐ ๋ฐ ๊ฑฐ๋ฆฌ",
"type": "n8n-nodes-base.set",
"position": [
1260,
940
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "4d0acd1a-c049-4353-9fb7-8eb08c138b9c",
"name": "distance",
"type": "string",
"value": "={{ ($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 ์ฑํ
๋ชจ๋ธ",
"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 ์์ด์ ํธ ์๋ต",
"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 โ only use the provided data. The email must be in **English**.\n\nโ ๏ธ 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": "์๋ต",
"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": "์คํฐ์ปค ๋
ธํธ",
"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": "์คํฐ์ปค ๋
ธํธ1",
"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": "์คํฐ์ปค ๋
ธํธ2",
"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 ์ฑํ
๋ชจ๋ธ2",
"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": "์คํฐ์ปค ๋
ธํธ3",
"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": "์คํฐ์ปค ๋
ธํธ4",
"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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[
{
"node": "e87c8abb-34b4-41c2-8c4a-139248d41a20",
"type": "main",
"index": 0
}
]
]
},
"ac878430-fe68-42ee-9b0b-20ad9a245d9b": {
"main": [
[
{
"node": "a73dfa1c-4f4e-4cab-950d-91021fc28c5d",
"type": "main",
"index": 0
}
]
]
},
"556c1a60-e086-47a2-bafe-2aa3646c7846": {
"main": [
[
{
"node": "dd81a2cb-fe60-4e3c-95c7-08b89b111ad8",
"type": "main",
"index": 0
}
]
]
}
}
}์์ฃผ ๋ฌป๋ ์ง๋ฌธ
์ด ์ํฌํ๋ก์ฐ๋ฅผ ์ด๋ป๊ฒ ์ฌ์ฉํ๋์?
์์ JSON ๊ตฌ์ฑ ์ฝ๋๋ฅผ ๋ณต์ฌํ์ฌ n8n ์ธ์คํด์ค์์ ์ ์ํฌํ๋ก์ฐ๋ฅผ ์์ฑํ๊ณ "JSON์์ ๊ฐ์ ธ์ค๊ธฐ"๋ฅผ ์ ํํ ํ, ๊ตฌ์ฑ์ ๋ถ์ฌ๋ฃ๊ณ ํ์์ ๋ฐ๋ผ ์ธ์ฆ ์ค์ ์ ์์ ํ์ธ์.
์ด ์ํฌํ๋ก์ฐ๋ ์ด๋ค ์๋๋ฆฌ์ค์ ์ ํฉํ๊ฐ์?
๊ณ ๊ธ - ์ธ๊ณต์ง๋ฅ, IT ์ด์
์ ๋ฃ์ธ๊ฐ์?
์ด ์ํฌํ๋ก์ฐ๋ ์์ ํ ๋ฌด๋ฃ์ด๋ฉฐ ์ง์ ๊ฐ์ ธ์ ์ฌ์ฉํ ์ ์์ต๋๋ค. ๋ค๋ง, ์ํฌํ๋ก์ฐ์์ ์ฌ์ฉํ๋ ํ์ฌ ์๋น์ค(์: OpenAI API)๋ ์ฌ์ฉ์ ์ง์ ๋น์ฉ์ ์ง๋ถํด์ผ ํ ์ ์์ต๋๋ค.
๊ด๋ จ ์ํฌํ๋ก์ฐ ์ถ์ฒ
โ๏ธ CarbonInterface API์ GPT-4o๋ฅผ ์ฌ์ฉํ ๋น์ฆ๋์ค ์ฌํ CO2 ๋ฐฐ์ถ๋ ๊ณ์ฐ
โ๏ธ Carbon Interface API์ GPT-4o๋ฅผ ํตํด ๋น์ฆ๋์ค ์ฌํไบๆฐงๅ็ขณ ๋ฐฐ์ถ ๊ณ์ฐ
Split Out
Http Request
Gmail Trigger
+
Split Out
Http Request
Gmail Trigger
12 ๋
ธ๋Samir Saci
๊ธฐํ
ํ๋ฌผ์ ์ด์ฉํ์ฌ Carbon Interface API์ GPT-4o๋ฅผ ํตํด CO2 ๋ฐฐ์ถ๋์ ๊ณ์ฐํฉ๋๋ค.
ํ๋ฌผ ๋ฐฐ์ก๋์ CO2 ๋ฐฐ์ถ๋์ Carbon Interface API์ GPT-4o๋ฅผ ์ฌ์ฉํ์ฌ ๊ณ์ฐํฉ๋๋ค.
Http Request
Gmail Trigger
Google Sheets
+
Http Request
Gmail Trigger
Google Sheets
10 ๋
ธ๋Samir Saci
์ธ๊ณต์ง๋ฅ
๐๏ธ AI๋ก์ด ์ง์ ๊ฐ๋ฅํ ๋ง์ผํ
๋ธ๋ฆฌํ(gmail, GPT-4o ์ฌ์ฉ)
๐๏ธ AI ์ฃผ๋์ ์ง์ ๊ฐ๋ฅ์ฑ ๋ง์ผํ
๋ธ๋ฆฌํ( Gmail, GPT-4o ์ฌ์ฉ)
If
Set
Code
+
If
Set
Code
21 ๋
ธ๋Samir Saci
์ธ๊ณต์ง๋ฅ
AI์ด๋ฉ์ผๅ่ฏไธGPT-4่ญฆๆฅ็ณป็ปๅTelegram์๋ฆผ
AI์ด๋ฉ์ผๅ่ฏไธGPT-4่ญฆๆฅ็ณป็ปๅTelegram์๋ฆผ
If
Set
Gmail
+
If
Set
Gmail
104 ๋
ธ๋Peter Joslyn
์ง์
๐ Google Translate์ GPT-4o๋ฅผ ์ฌ์ฉํ ์ธ์ด ํ์ต Anki ํ๋์ ์นด๋ ์์ฑ
๐ ๊ตฌ๊ธ ๋ฒ์ญ๊ณผ GPT-4o๋ฅผ ์ฌ์ฉํ์ฌ ์ธ์ด ํ์ต Anki ํ๋์ ์นด๋ ์์ฑ
If
Set
Merge
+
If
Set
Merge
21 ๋
ธ๋Samir Saci
๊ธฐํ
AI, ElevenLabs, PIAPI Shotstack/Creatomate๋ฅผ ์ฌ์ฉํ์ฌ ๋น๋์ค ์์ฑ ๋ฐ YouTube์ ์
๋ก๋
AI, ElevenLabs, PIAPI Shotstack/Creatomate๋ฅผ ์ฌ์ฉํ์ฌ ๋น๋์ค ์์ฑ ๋ฐ YouTube์ ์
๋ก๋
If
Set
Code
+
If
Set
Code
79 ๋
ธ๋Immanuel
์ธ๊ณต์ง๋ฅ
์ํฌํ๋ก์ฐ ์ ๋ณด
๋์ด๋
๊ณ ๊ธ
๋
ธ๋ ์26
์นดํ
๊ณ ๋ฆฌ2
๋
ธ๋ ์ ํ10
์ ์
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
์ธ๋ถ ๋งํฌ
n8n.io์์ ๋ณด๊ธฐ โ
์ด ์ํฌํ๋ก์ฐ ๊ณต์