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Library / Web Scraping & Research

Web Scraping & Research

Summarize Indeed Company Info with Bright Data and Gemini

When you run it, it scrapes Indeed company pages through Bright Data and has a Gemini expert agent extract and summarize the key information.

What it does

# Extract & Summarize Indeed Company Info with Bright Data and Google Gemini ## Overview Automated workflow: Extract & Summarize Indeed Company Info with Bright Data and Google Gemini. This workflow integrates 11 different services: stickyNote, httpRequest, markdown, toolHttpRequest, lmChatGoogleGemini. It contains 26 nodes and follows best practices for error handling and security. ## Workflow Details - Total Nodes: 26 - Node Types: 11 - Error Handling: ✅ Implemented - Security: ✅ Hardened (no sensitive data) - Documentation: ✅ Complete ## Node Breakdown - When clicking ‘Test workflow’: manualTrigger - Google Gemini Chat Model For Summarization: lmChatGoogleGemini - Sticky Note: stickyNote - Sticky Note1: stickyNote - Set Indeed Search Query: set - Perform Indeed Web Request: httpRequest - Indeed Expert AI Agent: agent - Google Gemini Chat Model: lmChatGoogleGemini - Markdown to Textual Data Extractor: chainLlm - Indeed Summarization: chainSummarization - ... and 16 more nodes ## Usage Instructions 1. Configure Credentials: Set up all required API keys and credentials 2. Update Variables: Replace any placeholder values with actual data 3. Test Workflow: Run in test mode to verify functionality 4. Deploy: Activate the workflow for production use ## Security Notes - All sensitive data has been removed or replaced with placeholders - Error handling is implemented for reliability - Follow security best practices when configuring credentials ## Troubleshooting - Check error logs if workflow fails - Verify all credentials are properly configured - Ensure all required services are accessible

The steps

  1. When clicking ‘Test workflow’
  2. Google Gemini Chat Model For Summarization
  3. Set Indeed Search Query
  4. Perform Indeed Web Request
  5. Indeed Expert AI Agent
  6. Google Gemini Chat Model
  7. Markdown to Textual Data Extractor
  8. Indeed Summarization
  9. Convert Markdown to HTML
  10. Initiate a Webhook Notification for Markdown to HTML Respons
  11. Google Gemini Chat Model for AI Agent
  12. Initiate a Webhook Request
  13. Initiate a Webhook Notification for Summarization
  14. Error Handler

53 steps in total.

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