{
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"name": "Extract & Summarize Indeed Company Info 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"
},
{
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{
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"name": "HR",
"createdAt": "2025-04-13T04:59:30.580Z",
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}
],
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},
{
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"parameters": {
"options": [],
"modelName": "models\/gemini-2.0-flash-exp"
},
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"content": "## Note\n\nDeals with the Indeed Company web scraping by utilizing Bright Data Web Unlocker Product.\n\nThe Basic LLM Chain, Summarization and AI Agent are being used to demonstrate the usage of the N8N AI capabilities.\n\n**Please make sure to set the Indeed search query and update the Webhook Notification URL**"
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"parameters": {
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"content": "## LLM Usages\n\nGoogle Gemini Flash Exp model is being used.\n\nBasic LLM Chain Data Extractor.\n\nSummarization Chain is being used for the summarization of search results.\n\nThe AI Agent formats the search result and pushes it to the Webhook via HTTP Request"
},
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{
"id": "9697517c-6587-4279-a123-28ad8cd8a085",
"name": "Set Indeed Search Query",
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"parameters": {
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"assignments": {
"assignments": [
{
"id": "3aedba66-f447-4d7a-93c0-8158c5e795f9",
"name": "search_query",
"type": "string",
"value": "Starbucks"
},
{
"id": "4e7ee31d-da89-422f-8079-2ff2d357a0ba",
"name": "zone",
"type": "string",
"value": "web_unlocker1"
}
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{
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"type": "n8n-nodes-base.httpRequest",
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"parameters": {
"url": "https:\/\/api.brightdata.com\/request",
"method": "POST",
"options": [],
"sendBody": true,
"sendHeaders": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "zone",
"value": "={{ $json.zone }}"
},
{
"name": "url",
"value": "=https:\/\/www.indeed.com\/cmp\/{{ encodeURI($json.search_query) }}?product=unlocker&method=api"
},
{
"name": "format",
"value": "raw"
},
{
"name": "data_format",
"value": "markdown"
}
]
},
"genericAuthType": "httpHeaderAuth",
"headerParameters": {
"parameters": [
[]
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "kdbqXuxIR8qIxF7y",
"name": "Header Auth account"
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{
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"parameters": {
"text": "=You are an Indeed Expert. You need to format the search result and push it to the Webhook via HTTP Request. Here is the search result - {{ $('Markdown to Textual Data Extractor').item.json.text }}",
"options": [],
"promptType": "define"
},
"typeVersion": 1.8000000000000000444089209850062616169452667236328125
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{
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],
"parameters": {
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"modelName": "models\/gemini-2.0-flash-exp"
},
"credentials": {
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"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "8fab1a0e-c550-4167-be2f-3a9eeaf49111",
"name": "Markdown to Textual Data Extractor",
"type": "@n8n\/n8n-nodes-langchain.chainLlm",
"position": [
940,
-440
],
"parameters": {
"text": "=You need to analyze the below markdown and convert to textual data.\n\n{{ $json.data }}",
"messages": {
"messageValues": [
{
"message": "You are a markdown expert"
}
]
},
"promptType": "define"
},
"typeVersion": 1.600000000000000088817841970012523233890533447265625
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{
"id": "e49296ca-b88b-4db7-864d-9431312d74f3",
"name": "Indeed Summarization",
"type": "@n8n\/n8n-nodes-langchain.chainSummarization",
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"parameters": {
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},
"typeVersion": 2
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{
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"name": "Convert Markdown to HTML",
"type": "n8n-nodes-base.markdown",
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],
"parameters": {
"mode": "markdownToHtml",
"options": [],
"markdown": "={{ $json.data }}"
},
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{
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"name": "Initiate a Webhook Notification for Markdown to HTML Response",
"type": "n8n-nodes-base.httpRequest",
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"parameters": {
"url": "https:\/\/webhook.site\/daf9d591-a130-4010-b1d3-0c66f8fcf467",
"options": [],
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "html_response",
"value": "={{ $json.data }}"
}
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}
},
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{
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"type": "@n8n\/n8n-nodes-langchain.lmChatGoogleGemini",
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"parameters": {
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"modelName": "models\/gemini-2.0-flash-exp"
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"credentials": {
"googlePalmApi": {
"id": "YeO7dHZnuGBVQKVZ",
"name": "Google Gemini(PaLM) Api account"
}
},
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},
{
"id": "d77cad4d-8899-4345-bf29-ba21cef946cd",
"name": "Initiate a Webhook Request",
"type": "@n8n\/n8n-nodes-langchain.toolHttpRequest",
"position": [
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],
"parameters": {
"url": "https:\/\/webhook.site\/daf9d591-a130-4010-b1d3-0c66f8fcf467",
"method": "POST",
"sendBody": true,
"parametersBody": {
"values": [
{
"name": "search_summary",
"value": "={{ $json.response.text }}",
"valueProvider": "fieldValue"
},
{
"name": "search_result"
}
]
},
"toolDescription": "Extract the response and format a structured JSON response"
},
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{
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"url": "https:\/\/webhook.site\/daf9d591-a130-4010-b1d3-0c66f8fcf467",
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"sendBody": true,
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"value": "={{ $json.response.text }}"
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],
"active": false,
"pinData": [],
"settings": {
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},
"versionId": "dd804e78-abaa-48f4-82ab-6dbfdec43ef3",
"connections": {
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{
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},
{
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]
]
},
"Indeed Expert AI Agent": {
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},
"Set Indeed Search Query": {
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},
"Convert Markdown to HTML": {
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]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
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}
]
]
},
"Initiate a Webhook Request": {
"ai_tool": [
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"type": "ai_tool",
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}
]
]
},
"Perform Indeed Web Request": {
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},
{
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}
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]
},
"When clicking \u2018Test workflow\u2019": {
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"node": "Set Indeed Search Query",
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},
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}
]
]
}
}
}
