{ "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 ‘Test workflow’", "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": 4.2 }, { "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 ₹23,998.00\"\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": 3.4 }, { "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": 4.2 } ], "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 ‘Test workflow’": { "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 } ] ] } } }