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linkedin-based-letters's Introduction

linkedin-based-letters

Creating proposal letters based on LinkedIn profiles with ChatGPT

Scraping

Scraped 5 LinkedIn profiles using Nubela's proxyurl API.
Included only basic information and a list of email addresses, brought by the API from external sources.
Saved backup copies on Google Drive in .json format.

Information

Put together a universal prompt that includes essential data from the profile.
It includes person's:

  • full name
  • email (only the first one in the list)
  • current occupation
  • profile's headline
  • person's profile summary
  • years of experience, counting from the first day of the first job to today
  • experiences in the following format: [Title in company1; title in company2, ...]
  • education in the following format: [Degree_name from school1, described as description; ...]

Generation

Using OpenAI's API, generated letters with ChatGPT-3.5's assistant mode.
Prompt included the aforementioned information and a task to create a proposal letter.
Results are available in the Jupyter Notebook.

linkedin-based-letters's People

Contributors

rakepants avatar

Watchers

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