{
"id": "H95uJY2gjSOsxRps",
"meta": {
"instanceId": "885b4fb4a6a9c2cb5621429a7b972df0d05bb724c20ac7dac7171b62f1c7ef40",
"templateCredsSetupCompleted": true
},
"name": "Extract Amazon Best Seller Electronic Information with Bright Data and Google Gemini",
"tags": [
{
"id": "Kujft2FOjmOVQAmJ",
"name": "Engineering",
"createdAt": "2025-04-09T01:31:00.558Z",
"updatedAt": "2025-04-09T01:31:00.558Z"
},
{
"id": "ddPkw7Hg5dZhQu2w",
"name": "AI",
"createdAt": "2025-04-13T05:38:08.053Z",
"updatedAt": "2025-04-13T05:38:08.053Z"
}
],
"nodes": [
{
"id": "328c84bb-eef0-41cc-a392-8e58e3599f9b",
"name": "When clicking \u2018Test workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
340,
-440
],
"parameters": [],
"typeVersion": 1
},
{
"id": "b0e35bc1-473f-44b7-8959-9683adabb8b7",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
820,
-640
],
"parameters": {
"width": 420,
"height": 140,
"content": "## LLM Usages\n\nGoogle Gemini Flash Exp model is being used.\n\nInformation Extraction for building the structured data"
},
"typeVersion": 1
},
{
"id": "a0f32fbd-a7d0-4aeb-b930-59480066e87b",
"name": "Google Gemini Chat Model",
"type": "@n8n\/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
1088,
-220
],
"parameters": {
"options": [],
"modelName": "models\/gemini-2.0-flash-exp"
},
"credentials": {
"googlePalmApi": {
"id": "YeO7dHZnuGBVQKVZ",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "3e64fe4a-7746-4b56-b845-3359e38648d9",
"name": "HTTP Request to fetch the Amazon Best Seller Products",
"type": "n8n-nodes-base.httpRequest",
"position": [
780,
-440
],
"parameters": {
"url": "https:\/\/api.brightdata.com\/request",
"method": "POST",
"options": [],
"sendBody": true,
"sendHeaders": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "zone",
"value": "={{ $json.zone }}"
},
{
"name": "url",
"value": "={{ $json.url }}"
},
{
"name": "format",
"value": "raw"
}
]
},
"genericAuthType": "httpHeaderAuth",
"headerParameters": {
"parameters": [
[]
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "kdbqXuxIR8qIxF7y",
"name": "Header Auth account"
}
},
"typeVersion": 4.20000000000000017763568394002504646778106689453125
},
{
"id": "8e27bd37-b879-4fb2-bf80-1cd609170600",
"name": "Structured Data Extractor",
"type": "@n8n\/n8n-nodes-langchain.informationExtractor",
"position": [
1000,
-440
],
"parameters": {
"text": "={{ $json.data }}",
"options": {
"systemPromptTemplate": "You are an expert extraction algorithm.\nOnly extract relevant information from the text.\nIf you do not know the value of an attribute asked to extract, you may omit the attribute's value."
},
"schemaType": "manual",
"inputSchema": "{\n \"$schema\": \"http:\/\/json-schema.org\/draft-07\/schema#\",\n \"title\": \"Amazon Bestsellers - Smartphones & Basic Mobiles\",\n \"type\": \"object\",\n \"properties\": {\n \"category\": {\n \"type\": \"string\",\n \"example\": \"Smartphones & Basic Mobiles\"\n },\n \"description\": {\n \"type\": \"string\",\n \"example\": \"Our most popular products based on sales. Updated frequently.\"\n },\n \"page\": {\n \"type\": \"string\",\n \"example\": \"Page 1 of 2\"\n },\n \"bestsellers\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"rank\": {\n \"type\": \"integer\",\n \"example\": 1\n },\n \"title\": {\n \"type\": \"string\",\n \"example\": \"OnePlus Nord CE4 (Dark Chrome, 8GB RAM, 256GB Storage)\"\n },\n \"image\": {\n \"type\": \"string\",\n \"format\": \"uri\",\n \"example\": \"https:\/\/images-eu.ssl-images-amazon.com\/images\/I\/61g1pqSjAhL._AC_UL300_SR300,200_.jpg\"\n },\n \"rating\": {\n \"type\": \"object\",\n \"properties\": {\n \"stars\": {\n \"type\": \"number\",\n \"example\": 4.2\n },\n \"total_ratings\": {\n \"type\": \"integer\",\n \"example\": 8051\n }\n },\n \"required\": [\"stars\", \"total_ratings\"]\n },\n \"offer\": {\n \"type\": \"string\",\n \"example\": \"1 offer from \u20b923,998.00\"\n },\n \"product_url\": {\n \"type\": \"string\",\n \"format\": \"uri\",\n \"example\": \"https:\/\/www.amazon.in\/Oneplus-Nord-Chrome-256GB-Storage\/dp\/B0CX5BZXLF\/\"\n }\n },\n \"required\": [\"rank\", \"title\", \"image\", \"rating\", \"offer\", \"product_url\"]\n }\n }\n },\n \"required\": [\"category\", \"description\", \"page\", \"bestsellers\"]\n}\n"
},
"typeVersion": 1
},
{
"id": "584944a3-a5a8-456f-bd5a-57fc1fd5d69f",
"name": "Set Amazon URL with the Bright Data Zone",
"type": "n8n-nodes-base.set",
"notes": "Set the URL which you are interested to scrap the data",
"position": [
560,
-440
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "1c132dd6-31e4-453b-a8cf-cad9845fe55b",
"name": "url",
"type": "string",
"value": "https:\/\/www.amazon.in\/gp\/bestsellers\/electronics\/1389432031?product=unlocker&method=api"
},
{
"id": "0fa387df-2511-4228-b6aa-237cceb3e9c7",
"name": "zone",
"type": "string",
"value": "web_unlocker1"
}
]
}
},
"notesInFlow": true,
"typeVersion": 3.399999999999999911182158029987476766109466552734375
},
{
"id": "bc2507a8-a9b6-4b47-9bce-2cef9a0d1e3e",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
340,
-720
],
"parameters": {
"width": 400,
"height": 220,
"content": "## Note\n\nDeals with the Amazon Best Seller Electronic data extraction using the Bright Data and LLM for Information Extraction.\n\n**Please make sure to update the \"Set Amazon URL with the Bright Data Zone\" and the Webhook Notification URL**"
},
"typeVersion": 1
},
{
"id": "36a14230-e791-4996-8457-311a496833cd",
"name": "Webhook Notifier for structured data extractor",
"type": "n8n-nodes-base.httpRequest",
"position": [
1376,
-440
],
"parameters": {
"url": "https:\/\/webhook.site\/bc804ce5-4a45-4177-a68a-99c80e5c86e6",
"options": [],
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "summary",
"value": "={{ $json.output }}"
}
]
}
},
"typeVersion": 4.20000000000000017763568394002504646778106689453125
}
],
"active": false,
"pinData": [],
"settings": {
"executionOrder": "v1"
},
"versionId": "2e44bd30-9100-43a9-b177-b15867b8488b",
"connections": {
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "Structured Data Extractor",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Structured Data Extractor": {
"main": [
[
{
"node": "Webhook Notifier for structured data extractor",
"type": "main",
"index": 0
}
]
]
},
"When clicking \u2018Test workflow\u2019": {
"main": [
[
{
"node": "Set Amazon URL with the Bright Data Zone",
"type": "main",
"index": 0
}
]
]
},
"Set Amazon URL with the Bright Data Zone": {
"main": [
[
{
"node": "HTTP Request to fetch the Amazon Best Seller Products",
"type": "main",
"index": 0
}
]
]
},
"HTTP Request to fetch the Amazon Best Seller Products": {
"main": [
[
{
"node": "Structured Data Extractor",
"type": "main",
"index": 0
}
]
]
}
}
}
