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    "createdAt": "2025-04-13T08:51:07.772Z",
    "description": "### Who is this for?\nThis workflow automates the process of querying Bing's Copilot Search, extracting structured data from the results, summarizing the information, and sending a notification via webhook. It leverages the Microsoft Copilot to retrieve search results and integrates AI-powered tools for data extraction and summarization.\n\n### What problem is this workflow solving?\n\n1. **Data Analysts and Researchers**: Who need to gather and summarize information from Bing search results efficiently.​\n\n2. **Developers and Engineers**: Looking to integrate Bing search data into applications or services.​\n\n3. **Digital Marketers and SEO Specialists**: Interested in monitoring search engine results for specific keywords or topics.\n\n### What this workflow does\n\nManually extracting and summarizing information from search engine results can be time-consuming and error-prone. This workflow automates the process by:​\n\n1. Performing Bing searches using Bright Data's Bing Search API.​\n\n2. Extracting structured data from the search results.​\n\n3. Summarizing the extracted information using AI tools.​\n\n4. Sending the summarized data to a specified endpoint via webhook.\n\n### Setup\n\n- Sign up at [Bright Data](https://brightdata.com/).\n- Navigate to Proxies & Scraping and create a new Web Unlocker zone by selecting Web Unlocker API under Scraping Solutions.\n- In n8n, configure the Header Auth account under Credentials (Generic Auth Type: Header Authentication).\n![Header Authentication.png](fileId:1240)\nThe Value field should be set with the\n**Bearer XXXXXXXXXXXXXX**. The XXXXXXXXXXXXXX should be replaced by the Web Unlocker Token.\n- In n8n, configure the Google Gemini(PaLM) Api account with the Google Gemini API key (or access through Vertex AI or proxy).\n- Update the **Perform a Bing Copilot Request** node with the prompt you wish to perform the search.\n- Update the **Structured Data Webhook Notifier** node with the Webhook endpoint of your choice.\n- Update the **Summary Webhook Notifier** node with the Webhook endpoint of your choice.\n\n\n### How to customize this workflow to your needs\n\n1. **Modify Search Queries**: Adjust the search terms to target different topics or keywords.​\n\n2. **Change Data Extraction Logic**: Customize the extraction process to capture specific data points from the search results.​\n\n3. **Alter Summarization Techniques**: Integrate different AI models or adjust parameters to change how summaries are generated.​\n\n4. **Update Webhook Endpoints**: Direct the summarized data to different endpoints as required.​\n\n5. **Schedule Workflow Runs**: Set up automated triggers to run the workflow at desired intervals.\n",
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            "content": "## Note\n\nDeals with the Bing Copilot Search using the Bright Data Web Scraper API.\n\nThe Basic LLM Chain and summarization is done to demonstrate the usage of the N8N AI capabilities.\n\n**Please make sure to update the Webhook Notification URL**"
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            "content": "## LLM Usages\n\nGoogle Gemini Flash Exp model is being used.\n\nBasic LLM Chain makes use of the Output formatter for formatting the response\n\nSummarization Chain is being used for summarization of the content"
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                  "combineMapPrompt": "=Write a concise summary of the following:\n\n\n\n\n\nCONCISE SUMMARY: {{ $('Download Snapshot').item.json.answer_text }}"
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              "Language Models": [
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}