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Web Scraping & Research

Extract LinkedIn Profiles into JSON Resumes with Bright Data and Gemini

When you run it, it fetches a LinkedIn profile through Bright Data, converts the page to text, and uses Gemini to build a JSON resume.

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What it does

## Note Deals with the LinkedIn profile data extraction by utilizing the Bright Data and Google Gemini LLM for transforming the profile into a structured JSON resume with the structured skill extraction. Please make sure to set the input fields node with the LinkedIn profile URL, Bright Data zone name, Webhook notification URL

The steps

  1. When clicking ‘Test workflow’
  2. Set URL and Bright Data Zone
  3. Perform Bright Data Web Request
  4. Markdown to Textual Data Extractor
  5. Google Gemini Chat Model for Markdown to Textual
  6. Skill Extractor
  7. Google Gemini Chat Model for Skill Extractor
  8. Create a binary data for Structured Data Extract
  9. Write the structured content to disk
  10. Initiate a Webhook Notification for Structured Data
  11. Write the structured skills content to disk
  12. Create a binary data for Structured Skill Extract
  13. JSON Resume Extractor
  14. Google Gemini Chat Model

15 steps in total.

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